(* ***************************************************************** Delphi-OpenCV Demo Copyright (C) 2013 Project Delphi-OpenCV **************************************************************** Contributor: Laentir Valetov email:laex@bk.ru **************************************************************** You may retrieve the latest version of this file at the GitHub, located at git://github.com/Laex/Delphi-OpenCV.git **************************************************************** The contents of this file are used with permission, subject to the Mozilla Public License Version 1.1 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.mozilla.org/MPL/MPL-1_1Final.html Software distributed under the License is distributed on an "AS IS" basis, WITHOUT WARRANTY OF ANY KIND, either express or implied. See the License for the specific language governing rights and limitations under the License. ******************************************************************* *) {$IFNDEF CLR} {$I Opencv.inc} unit ocv.comp.ImageOperation; {$ENDIF} interface uses {$IFDEF HAS_UNITSCOPE} {$IFDEF MSWINDOWS} Winapi.Windows, {$ENDIF MSWINDOWS} Vcl.Graphics, System.SysUtils, System.Classes, System.SyncObjs, System.Types, System.ZLib, {$ELSE} {$IFDEF MSWINDOWS} Windows, {$ENDIF MSWINDOWS} Graphics, SysUtils, Classes, SyncObjs, {$IFNDEF DELPHI5} Types, {$ENDIF} ZLib, {$ENDIF} ocv.comp.Types, ocv.comp.proc, ocv.objdetect_c, ocv.core.types_c, ocv.imgproc.types_c, ocv.editor; type {$IFDEF DELPHIXE3_UP} // XE3..XE6 TArrayDouble = TArray; TArrayInteger = TArray; TArrayBoolean = TArray; {$ELSE} // D7...XE2 TArrayDouble = Array of Double; TArrayInteger = Array of Integer; TArrayBoolean = Array of Boolean; {$ENDIF} TocvCustomImageOperation = class(TComponent) protected procedure AssignTo(Dest: TPersistent); override; private FCriticalSection: TCriticalSection; FOwner: TPersistent; FFloatParams: TArrayDouble; FIntParams: TArrayInteger; FBoolParams: TArrayBoolean; FOnAfterTransform: TOnOcvAfterTransform; FOnBeforeTransform: TOnOcvBeforeTransform; protected function GetFloatParam(const index: Integer): Double; virtual; function GetIntParam(const index: Integer): Integer; virtual; function GetBoolParam(const index: Integer): Boolean; virtual; procedure SetFloatParam(const index: Integer; const Value: Double); procedure SetIntParam(const index: Integer; const Value: Integer); procedure SetBoolParam(const index: Integer; const Value: Boolean); function LockTransform: Boolean; procedure UnlockTransform; function GetOwner: TPersistent; override; property FloatParams[const index: Integer]: Double Read GetFloatParam write SetFloatParam; property IntParams[const index: Integer]: Integer Read GetIntParam write SetIntParam; property BoolParams[const index: Integer]: Boolean Read GetBoolParam write SetBoolParam; public constructor Create(AOwner: TPersistent); reintroduce; virtual; destructor Destroy; override; function Transform(const Source: IocvImage; var Destanation: IocvImage): Boolean; function GetNamePath: string; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; virtual; property Name; published property OnAfterTransform: TOnOcvAfterTransform read FOnAfterTransform write FOnAfterTransform; property OnBeforeTransform: TOnOcvBeforeTransform read FOnBeforeTransform write FOnBeforeTransform; end; TocvImageOperationClass = class of TocvCustomImageOperation; IocvEditorPropertiesContainer = interface ['{418F88DD-E35D-4425-BF24-E753E83D35D6}'] function GetProperties: TocvCustomImageOperation; function GetPropertiesClass: TocvImageOperationClass; procedure SetPropertiesClass(Value: TocvImageOperationClass); end; TocvCustomImageOperationWithNestedOperation = class(TocvCustomImageOperation, IocvEditorPropertiesContainer) private FOperation: TocvCustomImageOperation; FOperationClass: TocvImageOperationClass; CS: TCriticalSection; protected function LockTransform: Boolean; procedure UnlockTransform; // --------------------------------------------- procedure CreateProperties; procedure DestroyProperties; procedure RecreateProperties; // --------------------------------------------- function GetPropertiesClassName: string; procedure SetPropertiesClassName(const Value: string); function GetProperties: TocvCustomImageOperation; procedure SetProperties(const Value: TocvCustomImageOperation); function GetPropertiesClass: TocvImageOperationClass; virtual; procedure SetPropertiesClass(Value: TocvImageOperationClass); property Operation: TocvCustomImageOperation read GetProperties write SetProperties; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; property OperationClass: TocvImageOperationClass read GetPropertiesClass write SetPropertiesClass; published property OperationClassName: string read GetPropertiesClassName write SetPropertiesClassName; end; TocvNoneOperation = class(TocvCustomImageOperation) public function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; end; TocvInterpolationMethod = (INTER_NN, INTER_LINEAR, INTER_CUBIC, INTER_AREA, INTER_LANCZOS4); TocvResizeOperation = class(TocvCustomImageOperation) private FInterpolation: TocvInterpolationMethod; protected procedure AssignTo(Dest: TPersistent); override; public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property DestWidth: Integer index 0 Read GetIntParam write SetIntParam; property DestHeight: Integer index 1 Read GetIntParam write SetIntParam; property Interpolation: TocvInterpolationMethod read FInterpolation write FInterpolation default INTER_LINEAR; end; TocvColorConversion = (BGR2BGRA, RGB2RGBA, BGRA2BGR, RGBA2RGB, BGR2RGBA, RGB2BGRA, RGBA2BGR, BGRA2RGB, BGR2RGB, RGB2BGR, BGRA2RGBA, RGBA2BGRA, BGR2GRAY, RGB2GRAY, GRAY2BGR, GRAY2RGB, GRAY2BGRA, GRAY2RGBA, BGRA2GRAY, RGBA2GRAY, BGR2BGR565, RGB2BGR565, BGR5652BGR, BGR5652RGB, BGRA2BGR565, RGBA2BGR565, BGR5652BGRA, BGR5652RGBA, GRAY2BGR565, BGR5652GRAY, BGR2BGR555, RGB2BGR555, BGR5552BGR, BGR5552RGB, BGRA2BGR555, RGBA2BGR555, BGR5552BGRA, BGR5552RGBA, GRAY2BGR555, BGR5552GRAY, BGR2XYZ, RGB2XYZ, XYZ2BGR, XYZ2RGB, BGR2YCrCb, RGB2YCrCb, YCrCb2BGR, YCrCb2RGB, BGR2HSV, RGB2HSV, BGR2Lab, RGB2Lab, BayerBG2BGR, BayerGB2BGR, BayerRG2BGR, BayerGR2BGR, BayerBG2RGB, BayerGB2RGB, BayerRG2RGB, BayerGR2RGB, BGR2Luv, RGB2Luv, BGR2HLS, RGB2HLS, HSV2BGR, HSV2RGB, Lab2BGR, Lab2RGB, Luv2BGR, Luv2RGB, HLS2BGR, HLS2RGB, BayerBG2BGR_VNG, BayerGB2BGR_VNG, BayerRG2BGR_VNG, BayerGR2BGR_VNG, BayerBG2RGB_VNG, BayerGB2RGB_VNG, BayerRG2RGB_VNG, BayerGR2RGB_VNG, BGR2HSV_FULL, RGB2HSV_FULL, BGR2HLS_FULL, RGB2HLS_FULL, HSV2BGR_FULL, HSV2RGB_FULL, HLS2BGR_FULL, HLS2RGB_FULL, LBGR2Lab, LRGB2Lab, LBGR2Luv, LRGB2Luv, Lab2LBGR, Lab2LRGB, Luv2LBGR, Luv2LRGB, BGR2YUV, RGB2YUV, YUV2BGR, YUV2RGB, BayerBG2GRAY, BayerGB2GRAY, BayerRG2GRAY, BayerGR2GRAY, // YUV 4:2:0 formats family; YUV2RGB_NV12, YUV2BGR_NV12, YUV2RGB_NV21, YUV2BGR_NV21, YUV420sp2RGB, YUV420sp2BGR, YUV2RGBA_NV12, YUV2BGRA_NV12, YUV2RGBA_NV21, YUV2BGRA_NV21, YUV420sp2RGBA, YUV420sp2BGRA, YUV2RGB_YV12, YUV2BGR_YV12, YUV2RGB_IYUV, YUV2BGR_IYUV, YUV2RGB_I420, YUV2BGR_I420, YUV420p2RGB, YUV420p2BGR, YUV2RGBA_YV12, YUV2BGRA_YV12, YUV2RGBA_IYUV, YUV2BGRA_IYUV, YUV2RGBA_I420, YUV2BGRA_I420, YUV420p2RGBA, YUV420p2BGRA, YUV2GRAY_420, YUV2GRAY_NV21, YUV2GRAY_NV12, YUV2GRAY_YV12, YUV2GRAY_IYUV, YUV2GRAY_I420, YUV420sp2GRAY, YUV420p2GRAY, // YUV 4:2:2 formats family; YUV2RGB_UYVY, YUV2BGR_UYVY, YUV2RGB_Y422, YUV2BGR_Y422, YUV2RGB_UYNV, YUV2BGR_UYNV, YUV2RGBA_UYVY, YUV2BGRA_UYVY, YUV2RGBA_Y422, YUV2BGRA_Y422, YUV2RGBA_UYNV, YUV2BGRA_UYNV, YUV2RGB_YUY2, YUV2BGR_YUY2, YUV2RGB_YVYU, YUV2BGR_YVYU, YUV2RGB_YUYV, YUV2BGR_YUYV, YUV2RGB_YUNV, YUV2BGR_YUNV, YUV2RGBA_YUY2, YUV2BGRA_YUY2, YUV2RGBA_YVYU, YUV2BGRA_YVYU, YUV2RGBA_YUYV, YUV2BGRA_YUYV, YUV2RGBA_YUNV, YUV2BGRA_YUNV, YUV2GRAY_UYVY, YUV2GRAY_YUY2, YUV2GRAY_Y422, YUV2GRAY_UYNV, YUV2GRAY_YVYU, YUV2GRAY_YUYV, YUV2GRAY_YUNV, // alpha premultiplication; RGBA2mRGBA, mRGBA2RGBA, COLORCVT_MAX); TocvIPLDepth = (DEPTH_1U, DEPTH_8U, DEPTH_16U, DEPTH_32F, DEPTH_64F, DEPTH_8S, DEPTH_16S, DEPTH_32S); TocvCvtColorOperation = class(TocvCustomImageOperation) private const cIPLDepth: array [TocvIPLDepth] of Integer = (IPL_DEPTH_1U, IPL_DEPTH_8U, IPL_DEPTH_16U, IPL_DEPTH_32F, IPL_DEPTH_64F, (IPL_DEPTH_SIGN or 8), IPL_DEPTH_16S, IPL_DEPTH_32S); cColorConversion: array [TocvColorConversion] of Integer = (CV_BGR2BGRA, CV_RGB2RGBA, CV_BGRA2BGR, CV_RGBA2RGB, CV_BGR2RGBA, CV_RGB2BGRA, CV_RGBA2BGR, CV_BGRA2RGB, CV_BGR2RGB, CV_RGB2BGR, CV_BGRA2RGBA, CV_RGBA2BGRA, CV_BGR2GRAY, CV_RGB2GRAY, CV_GRAY2BGR, CV_GRAY2RGB, CV_GRAY2BGRA, CV_GRAY2RGBA, CV_BGRA2GRAY, CV_RGBA2GRAY, CV_BGR2BGR565, CV_RGB2BGR565, CV_BGR5652BGR, CV_BGR5652RGB, CV_BGRA2BGR565, CV_RGBA2BGR565, CV_BGR5652BGRA, CV_BGR5652RGBA, CV_GRAY2BGR565, CV_BGR5652GRAY, CV_BGR2BGR555, CV_RGB2BGR555, CV_BGR5552BGR, CV_BGR5552RGB, CV_BGRA2BGR555, CV_RGBA2BGR555, CV_BGR5552BGRA, CV_BGR5552RGBA, CV_GRAY2BGR555, CV_BGR5552GRAY, CV_BGR2XYZ, CV_RGB2XYZ, CV_XYZ2BGR, CV_XYZ2RGB, CV_BGR2YCrCb, CV_RGB2YCrCb, CV_YCrCb2BGR, CV_YCrCb2RGB, CV_BGR2HSV, CV_RGB2HSV, CV_BGR2Lab, CV_RGB2Lab, CV_BayerBG2BGR, CV_BayerGB2BGR, CV_BayerRG2BGR, CV_BayerGR2BGR, CV_BayerBG2RGB, CV_BayerGB2RGB, CV_BayerRG2RGB, CV_BayerGR2RGB, CV_BGR2Luv, CV_RGB2Luv, CV_BGR2HLS, CV_RGB2HLS, CV_HSV2BGR, CV_HSV2RGB, CV_Lab2BGR, CV_Lab2RGB, CV_Luv2BGR, CV_Luv2RGB, CV_HLS2BGR, CV_HLS2RGB, CV_BayerBG2BGR_VNG, CV_BayerGB2BGR_VNG, CV_BayerRG2BGR_VNG, CV_BayerGR2BGR_VNG, CV_BayerBG2RGB_VNG, CV_BayerGB2RGB_VNG, CV_BayerRG2RGB_VNG, CV_BayerGR2RGB_VNG, CV_BGR2HSV_FULL, CV_RGB2HSV_FULL, CV_BGR2HLS_FULL, CV_RGB2HLS_FULL, CV_HSV2BGR_FULL, CV_HSV2RGB_FULL, CV_HLS2BGR_FULL, CV_HLS2RGB_FULL, CV_LBGR2Lab, CV_LRGB2Lab, CV_LBGR2Luv, CV_LRGB2Luv, CV_Lab2LBGR, CV_Lab2LRGB, CV_Luv2LBGR, CV_Luv2LRGB, CV_BGR2YUV, CV_RGB2YUV, CV_YUV2BGR, CV_YUV2RGB, CV_BayerBG2GRAY, CV_BayerGB2GRAY, CV_BayerRG2GRAY, CV_BayerGR2GRAY, // YUV 4:2:0 formats family; CV_YUV2RGB_NV12, CV_YUV2BGR_NV12, CV_YUV2RGB_NV21, CV_YUV2BGR_NV21, CV_YUV420sp2RGB, CV_YUV420sp2BGR, CV_YUV2RGBA_NV12, CV_YUV2BGRA_NV12, CV_YUV2RGBA_NV21, CV_YUV2BGRA_NV21, CV_YUV420sp2RGBA, CV_YUV420sp2BGRA, CV_YUV2RGB_YV12, CV_YUV2BGR_YV12, CV_YUV2RGB_IYUV, CV_YUV2BGR_IYUV, CV_YUV2RGB_I420, CV_YUV2BGR_I420, CV_YUV420p2RGB, CV_YUV420p2BGR, CV_YUV2RGBA_YV12, CV_YUV2BGRA_YV12, CV_YUV2RGBA_IYUV, CV_YUV2BGRA_IYUV, CV_YUV2RGBA_I420, CV_YUV2BGRA_I420, CV_YUV420p2RGBA, CV_YUV420p2BGRA, CV_YUV2GRAY_420, CV_YUV2GRAY_NV21, CV_YUV2GRAY_NV12, CV_YUV2GRAY_YV12, CV_YUV2GRAY_IYUV, CV_YUV2GRAY_I420, CV_YUV420sp2GRAY, CV_YUV420p2GRAY, // YUV 4:2:2 formats family; CV_YUV2RGB_UYVY, CV_YUV2BGR_UYVY, CV_YUV2RGB_Y422, CV_YUV2BGR_Y422, CV_YUV2RGB_UYNV, CV_YUV2BGR_UYNV, CV_YUV2RGBA_UYVY, CV_YUV2BGRA_UYVY, CV_YUV2RGBA_Y422, CV_YUV2BGRA_Y422, CV_YUV2RGBA_UYNV, CV_YUV2BGRA_UYNV, CV_YUV2RGB_YUY2, CV_YUV2BGR_YUY2, CV_YUV2RGB_YVYU, CV_YUV2BGR_YVYU, CV_YUV2RGB_YUYV, CV_YUV2BGR_YUYV, CV_YUV2RGB_YUNV, CV_YUV2BGR_YUNV, CV_YUV2RGBA_YUY2, CV_YUV2BGRA_YUY2, CV_YUV2RGBA_YVYU, CV_YUV2BGRA_YVYU, CV_YUV2RGBA_YUYV, CV_YUV2BGRA_YUYV, CV_YUV2RGBA_YUNV, CV_YUV2BGRA_YUNV, CV_YUV2GRAY_UYVY, CV_YUV2GRAY_YUY2, CV_YUV2GRAY_Y422, CV_YUV2GRAY_UYNV, CV_YUV2GRAY_YVYU, CV_YUV2GRAY_YUYV, CV_YUV2GRAY_YUNV, // alpha premultiplication; CV_RGBA2mRGBA, CV_mRGBA2RGBA, CV_COLORCVT_MAX); private FColorConversion: TocvColorConversion; // FAutoCalcParams: Boolean; FChannels: Integer; FDepth: TocvIPLDepth; public constructor Create(AOwner: TPersistent); override; // procedure CalculateImageParams(const Source: IocvImage); function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published // property AutoCalcParams: Boolean read FAutoCalcParams write FAutoCalcParams default True; property ColorConversion: TocvColorConversion read FColorConversion write FColorConversion default RGB2GRAY; property Depth: TocvIPLDepth Read FDepth write FDepth; property Channels: Integer read FChannels write FChannels; end; TocvGrayScaleOperation = class(TocvCvtColorOperation) public function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; property ColorConversion; property Depth; property Channels; end; TocvCannyOperation = class(TocvCustomImageOperation) public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Threshold1: Double index 0 Read GetFloatParam write SetFloatParam; property Threshold2: Double index 1 Read GetFloatParam write SetFloatParam; property ApertureSize: Integer index 0 Read GetIntParam write SetIntParam; end; TocvErodeDilateMode = (SHAPE_RECT, SHAPE_CROSS, SHAPE_ELLIPSE, SHAPE_CUSTOM); TocvCustomErodeDilateOperation = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FMorphOp: TocvErodeDilateMode; procedure SetMorphOp(const Value: TocvErodeDilateMode); protected public constructor Create(AOwner: TPersistent); override; published property Radius: Integer index 0 Read GetIntParam write SetIntParam; property Iterations: Integer index 1 Read GetIntParam write SetIntParam; property MorphOp: TocvErodeDilateMode read FMorphOp write SetMorphOp default SHAPE_RECT; end; TocvErodeOperation = class(TocvCustomErodeDilateOperation) public function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; end; TocvDilateOperation = class(TocvCustomErodeDilateOperation) public function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; end; TocvLaplaceOperation = class(TocvCustomImageOperation) public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Aperture: Integer index 0 Read GetIntParam write SetIntParam; end; TocvScalar = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; private FCvScalar: TCvScalar; function GetScalar(const index: Integer): Double; procedure SetScalar(const index: Integer; const Value: Double); public property CvScalar: TCvScalar read FCvScalar write FCvScalar; property Scalar[const Index: Integer]: Double read GetScalar write SetScalar; published property Val0: Double index 0 read GetScalar write SetScalar; property Val1: Double index 1 read GetScalar write SetScalar; property Val2: Double index 2 read GetScalar write SetScalar; property Val3: Double index 3 read GetScalar write SetScalar; end; TOnGetImage = procedure(Sender: TObject; Var Source2Image: IocvImage) of object; TocvCommonMathOperation = class(TocvCustomImageOperation, IocvDataReceiver) private FocvVideoSource: IocvDataSource; FSrource2Image: IocvImage; FOnGetImage: TOnGetImage; FOnGetMaskImage: TOnGetImage; FTransformInterpolation: TocvInterpolationMethod; procedure SetVideoSource_Source2(const Value: IocvDataSource); procedure DoGetSourceImage(Var Image: IocvImage); procedure DoGetMaskImage(Var Image: IocvImage); procedure GetImagesForTransorm(out Source1: IocvImage; out Source2, Mask: IocvImage); // -------------------------------------- property VideoSource: IocvDataSource Read FocvVideoSource write SetVideoSource_Source2; property OnGetSourceImage: TOnGetImage read FOnGetImage write FOnGetImage; property OnGetMaskImage: TOnGetImage read FOnGetMaskImage write FOnGetMaskImage; property TransformInterpolation: TocvInterpolationMethod read FTransformInterpolation write FTransformInterpolation default INTER_CUBIC; public constructor Create(AOwner: TPersistent); override; protected procedure TakeImage(const IplImage: IocvImage); procedure SetVideoSource(const Value: TObject); published end; TocvAddWeightedOperation = class(TocvCommonMathOperation) public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property VideoSource; property OnGetSourceImage; property TransformInterpolation; property Alpha: Double index 0 Read GetFloatParam write SetFloatParam; property Beta: Double index 1 Read GetFloatParam write SetFloatParam; property Gamma: Double index 2 Read GetFloatParam write SetFloatParam; end; TocvLogicType = (ioAdd, ioSub, ioAnd, ioOr, ioXor); TocvLogicOperation = class(TocvCommonMathOperation) protected procedure AssignTo(Dest: TPersistent); override; private FOperation: TocvLogicType; public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property VideoSource; property OnGetSourceImage; property OnGetMaskImage; property TransformInterpolation; property Operation: TocvLogicType read FOperation write FOperation default ioAdd; end; TocvLogicSType = (ioAddS, ioSubS, ioSubRS, ioXorS); TocvLogicSOperation = class(TocvCommonMathOperation) protected procedure AssignTo(Dest: TPersistent); override; private FOperation: TocvLogicSType; FValue: TocvScalar; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property OnGetMaskImage; property TransformInterpolation; property Operation: TocvLogicSType read FOperation write FOperation default ioAddS; property Value: TocvScalar read FValue write FValue; end; TocvSobelOperation = class(TocvCustomImageOperation) public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property XOrder: Integer index 0 Read GetIntParam write SetIntParam; property YOrder: Integer index 1 Read GetIntParam write SetIntParam; property Aperture: Integer index 2 Read GetIntParam write SetIntParam; end; TocvSmoothOperations = (BLUR_NO_SCALE, BLUR, GAUSSIAN, MEDIAN, BILATERAL); TocvSmoothOperation = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FSmoothOperation: TocvSmoothOperations; procedure SetSmoothOperation(const Value: TocvSmoothOperations); public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property sigma1: Double index 0 Read GetFloatParam write SetFloatParam; property sigma2: Double index 1 Read GetFloatParam write SetFloatParam; property size1: Integer index 0 Read GetIntParam write SetIntParam; property size2: Integer index 1 Read GetIntParam write SetIntParam; property SmoothType: TocvSmoothOperations read FSmoothOperation write SetSmoothOperation default GAUSSIAN; end; TocvThresholdType = (THRESH_BINARY, THRESH_BINARY_INV, THRESH_TRUNC, THRESH_TOZERO, THRESH_TOZERO_INV, THRESH_MASK, THRESH_OTSU); TocvCustomThresholdOperation = class(TocvCustomImageOperation) private function GetThresholdType: TocvThresholdType; procedure SetThresholdType(const Value: TocvThresholdType); public constructor Create(AOwner: TPersistent); override; published property MaxValue: Double index 0 Read GetFloatParam write SetFloatParam; // default 250; property ThresholdType: TocvThresholdType read GetThresholdType write SetThresholdType default THRESH_BINARY; // index 0 end; TocvThresholdOperation = class(TocvCustomThresholdOperation) public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Threshold: Double index 1 Read GetFloatParam write SetFloatParam; // default 50; end; TocvAdaptiveThresholdType = (ADAPTIVE_THRESH_MEAN_C, ADAPTIVE_THRESH_GAUSSIAN_C); TocvAdaptiveThresholdOperation = class(TocvCustomThresholdOperation) private function GetAdaptiveThresholdType: TocvAdaptiveThresholdType; procedure SetAdaptiveThresholdType(const Value: TocvAdaptiveThresholdType); public constructor Create(AOwner: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property AdaptiveThresholdType: TocvAdaptiveThresholdType read GetAdaptiveThresholdType write SetAdaptiveThresholdType default ADAPTIVE_THRESH_MEAN_C; // index 1 property BlockSize: Integer index 2 Read GetIntParam write SetIntParam; // 3 property Param: Double index 1 Read GetFloatParam write SetFloatParam; // 5; end; TocvPoint2D32i = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; private FSize: TcvSize; public constructor Create(const AX: Integer = 0; const AY: Integer = 0); property Size: TcvSize read FSize write FSize; published property X: Integer read FSize.Width write FSize.Width; property Y: Integer read FSize.height write FSize.height; end; TocvPoint2D32f = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; private FX, FY: Single; public constructor Create(const AX: Single = 0; const AY: Single = 0); published property X: Single read FX write FX; property Y: Single read FY write FY; end; TocvRect32i = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; private FRight: Integer; FBottom: Integer; FTop: Integer; FLeft: Integer; function GetHeight: Integer; function GetOcvRect: TocvRect; function GetWidth: Integer; procedure SetHeight(const Value: Integer); procedure SetOcvRect(const Value: TocvRect); procedure SetWidth(const Value: Integer); function GetCvRect: TCvRect; procedure SetCvRect(const Value: TCvRect); public published property Left: Integer read FLeft write FLeft; property Top: Integer read FTop write FTop; property Bottom: Integer read FBottom write FBottom; property Right: Integer read FRight write FRight; property Width: Integer read GetWidth write SetWidth; property height: Integer read GetHeight write SetHeight; property ocvRect: TocvRect read GetOcvRect write SetOcvRect; property cvRect: TCvRect read GetCvRect write SetCvRect; end; TocvCropOperation = class(TocvCustomImageOperation) private FCropRect: TocvRect32i; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property CropRect: TocvRect32i read FCropRect write FCropRect; end; TocvInRangeSOperation = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FLower: TocvScalar; FUpper: TocvScalar; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Lower: TocvScalar read FLower write FLower; property Upper: TocvScalar read FUpper write FUpper; end; // TocvLogicType = // ( // ioAdd, // ioAddS, // ioSub, // ioSubS, // ioSubRS, // ioMul, // ioDiv, // ioScaleAdd, // ioAXPY // ); // // TocvMathLogicOperation = class(TocvCustomImageOperation) // public // constructor Create(AOwner: TPersistent); override; // destructor Destroy; override; // function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; // published // end; TocvInterpolationWarpingFlag = (WARP_FILL_OUTLIERS, WARP_INVERSE_MAP); TocvInterpolationWarpingFlagSet = set of TocvInterpolationWarpingFlag; TocvRotateOperation = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FCenter: TocvPoint2D32f; FMethod: TocvInterpolationMethod; FWarpingFlag: TocvInterpolationWarpingFlagSet; FFillColor: TColor; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Angle: Integer index 0 Read GetIntParam write SetIntParam; property RotateAroundCenter: Boolean index 0 Read GetBoolParam write SetBoolParam; property CustomCenter: TocvPoint2D32f Read FCenter write FCenter; property Method: TocvInterpolationMethod read FMethod write FMethod default INTER_LINEAR; property WarpingFlag: TocvInterpolationWarpingFlagSet read FWarpingFlag write FWarpingFlag default [WARP_FILL_OUTLIERS]; property Scale: Double index 0 Read GetFloatParam write SetFloatParam; property FillColor: TColor read FFillColor write FFillColor default clBlack; end; TocvQuad = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; public type TOcvQuadPoints = array [0 .. 3] of TocvPoint2D32f; TCvPoint2D32fArray = array [0 .. 3] of TCvPoint2D32f; protected FPoints: TOcvQuadPoints; function ShaIsConvexQuadrangle: Boolean; private function GetPoints(const index: Integer): TocvPoint2D32f; procedure SetPoints(const index: Integer; const Value: TocvPoint2D32f); function GetCvQuad: TCvPoint2D32fArray; public constructor Create; destructor Destroy; override; property Points[const Index: Integer]: TocvPoint2D32f read GetPoints write SetPoints; property Quad: TOcvQuadPoints read FPoints; property cvQuad: TCvPoint2D32fArray read GetCvQuad; published property TopLeft: TocvPoint2D32f index 0 read GetPoints write SetPoints; property TopRight: TocvPoint2D32f index 1 read GetPoints write SetPoints; property BottomLeft: TocvPoint2D32f index 2 read GetPoints write SetPoints; property BottomRight: TocvPoint2D32f index 3 read GetPoints write SetPoints; end; TocvWarpPerspective = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FSourceQuad: TocvQuad; FDestQuad: TocvQuad; FMethod: TocvInterpolationMethod; FWarpingFlag: TocvInterpolationWarpingFlagSet; FFillColor: TColor; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property SourceQuad: TocvQuad read FSourceQuad write FSourceQuad; property DestQuad: TocvQuad read FDestQuad write FDestQuad; property Method: TocvInterpolationMethod read FMethod write FMethod default INTER_LINEAR; property WarpingFlag: TocvInterpolationWarpingFlagSet read FWarpingFlag write FWarpingFlag default [WARP_FILL_OUTLIERS]; property FullSourceImage: Boolean index 0 Read GetBoolParam write SetBoolParam; property FillColor: TColor Read FFillColor write FFillColor; end; TocvAbsDiff = class(TocvCustomImageOperation) protected FPrevFrame: IocvImage; public function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; end; TocvDraw = class(TPersistent) protected FColor: TColor; procedure AssignTo(Dest: TPersistent); override; function GetOwner: TPersistent; override; private FOwner: TPersistent; FOffset: TocvPoint2D32i; FEnabled: Boolean; FThickness: Integer; FLineType: TocvLineType; FShift: Integer; function GetCvLineType: Integer; function GetCvColor: TCvScalar; public constructor Create(AOwner: TPersistent); destructor Destroy; override; property Color: TColor read FColor write FColor default clGreen; property Shift: Integer read FShift write FShift default 0; property cvLineType: Integer read GetCvLineType; property cvColor: TCvScalar read GetCvColor; published property Enabled: Boolean read FEnabled write FEnabled default True; property Thickness: Integer read FThickness write FThickness default 2; property LineType: TocvLineType read FLineType write FLineType default LT_AA; property Offset: TocvPoint2D32i read FOffset write FOffset; end; TocvDrawColor = class(TocvDraw) published property Color; end; TocvMatchTemplateMethod = (TM_SQDIFF, TM_SQDIFF_NORMED, TM_CCORR, TM_CCORR_NORMED, TM_CCOEFF, TM_CCOEFF_NORMED); TocvMatchTemplate = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FMethod: TocvMatchTemplateMethod; FIPLTemplate: pIplImage; FTemplate: TPicture; FOnMathTemplateRect: TOnOcvRect; FDrawRect: TocvDraw; procedure SetFIPLTemplate(const Value: pIplImage); function GetIPLTemplate: pIplImage; procedure TemplateOnChange(Sender: TObject); public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; property IPLTemplate: pIplImage read GetIPLTemplate write SetFIPLTemplate; published property Method: TocvMatchTemplateMethod read FMethod write FMethod default TM_CCOEFF_NORMED; property Template: TPicture Read FTemplate write FTemplate; property DrawRect: TocvDraw read FDrawRect write FDrawRect; property OnMathTemplateRect: TOnOcvRect read FOnMathTemplateRect write FOnMathTemplateRect; end; TocvMotionDetectCalcRectType = (mdBoundingRect, mdMinAreaRect); TocvContourApproximationMethods = (CHAIN_CODE, CHAIN_APPROX_NONE, CHAIN_APPROX_SIMPLE, CHAIN_APPROX_TC89_L1, CHAIN_APPROX_TC89_KCOS, LINK_RUNS); TocvDrawMotionRect = TocvDrawColor; TocvMotionDetect = class(TocvCustomImageOperationWithNestedOperation) protected procedure AssignTo(Dest: TPersistent); override; function GetPropertiesClass: TocvImageOperationClass; override; private FCalcRectType: TocvMotionDetectCalcRectType; FPrevFrame: IocvImage; FSmoothOperation: TocvSmoothOperations; FDrawMotionRect: TocvDrawMotionRect; FOnMotion: TOnOcvRects; FContours: pCvSeq; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; property MotionRects: pCvSeq Read FContours; published property RemoveSmallObject: Boolean index 0 Read GetBoolParam write SetBoolParam; property MinObjectSize: Integer index 0 Read GetIntParam write SetIntParam; property CalcRectType: TocvMotionDetectCalcRectType read FCalcRectType write FCalcRectType default mdBoundingRect; property Smooth: TocvSmoothOperations read FSmoothOperation write FSmoothOperation default BLUR; property Threshold: TocvCustomImageOperation read GetProperties write SetProperties; property DrawMotionRect: TocvDrawMotionRect read FDrawMotionRect Write FDrawMotionRect; property OnMotion: TOnOcvRects read FOnMotion write FOnMotion; property NotifyOnlyWhenFound: Boolean index 1 Read GetBoolParam write SetBoolParam; end; TocvHoughTransform = (HOUGH_STANDARD, HOUGH_PROBABILISTIC, HOUGH_MULTI_SCALE, HOUGH_GRADIENT); TocvDrawHoughCircles = TocvDrawColor; TocvHoughCirclesSmooth = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; private FSmoothOperation: TocvSmoothOperations; Fsigma1: Double; Fsigma2: Double; Fsize1: Integer; Fsize2: Integer; FEnabled: Boolean; public constructor Create; published property sigma1: Double Read Fsigma1 write Fsigma1; property sigma2: Double Read Fsigma2 write Fsigma2; property size1: Integer Read Fsize1 write Fsize1 default 0; property size2: Integer Read Fsize2 write Fsize2 default 0; property SmoothType: TocvSmoothOperations read FSmoothOperation write FSmoothOperation default GAUSSIAN; property Enabled: Boolean read FEnabled write FEnabled default True; end; TocvHoughCircles = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FHoughTransform: TocvHoughTransform; FDrawCircle: TocvDrawHoughCircles; FOnCircles: TOnOcvCircles; FSmooth: TocvHoughCirclesSmooth; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Method: TocvHoughTransform read FHoughTransform write FHoughTransform default HOUGH_GRADIENT; property InverseRatio: Double index 0 Read GetFloatParam write SetFloatParam; property MinDist: Double index 1 Read GetFloatParam write SetFloatParam; property Param1: Double index 2 Read GetFloatParam write SetFloatParam; property Param2: Double index 3 Read GetFloatParam write SetFloatParam; property MinRadius: Integer index 0 Read GetIntParam write SetIntParam; property MaxRadius: Integer index 1 Read GetIntParam write SetIntParam; property DrawCircle: TocvDrawHoughCircles read FDrawCircle write FDrawCircle; property OnCircles: TOnOcvCircles read FOnCircles write FOnCircles; property NotifyOnlyWhenFound: Boolean index 0 Read GetBoolParam write SetBoolParam; property Smooth: TocvHoughCirclesSmooth read FSmooth write FSmooth; end; TocvHoughLinesCanny = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; private FThreshold1: Double; FThreshold2: Double; FApertureSize: Integer; public constructor Create; published property Threshold1: Double read FThreshold1 write FThreshold1; property Threshold2: Double read FThreshold2 write FThreshold2; property ApertureSize: Integer read FApertureSize write FApertureSize default 3; end; TocvDrawHoughLines = TocvDrawColor; TocvHoughLines = class(TocvCustomImageOperation) protected procedure AssignTo(Dest: TPersistent); override; private FHoughTransform: TocvHoughTransform; FCanny: TocvHoughLinesCanny; FOnLines: TOnOcvLines; FDrawLines: TocvDrawHoughLines; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Method: TocvHoughTransform read FHoughTransform write FHoughTransform default HOUGH_PROBABILISTIC; property Rho: Double index 0 Read GetFloatParam write SetFloatParam; property Theta: Double index 1 Read GetFloatParam write SetFloatParam; property Param1: Double index 2 Read GetFloatParam write SetFloatParam; property Param2: Double index 3 Read GetFloatParam write SetFloatParam; property Threshold: Integer index 0 Read GetIntParam write SetIntParam; property Canny: TocvHoughLinesCanny Read FCanny write FCanny; property OnLines: TOnOcvLines read FOnLines write FOnLines; property DrawLines: TocvDrawHoughLines read FDrawLines write FDrawLines; property NotifyOnlyWhenFound: Boolean index 0 Read GetBoolParam write SetBoolParam; end; TocvHaarCascadeDraw = class(TocvDraw) published property Color; property Shift; end; TocvHaarCascade = class(TocvCustomImageOperation) private FHaarCascade: TocvHaarCascadeType; FLockFrontalFaceChange: TCriticalSection; FCascade: pCvHaarClassifierCascade; FMinSize: TocvPoint2D32i; FMaxSize: TocvPoint2D32i; FDrawHaarCascade: TocvHaarCascadeDraw; FCascadeFlags: TocvHaarCascadeFlagSet; FOnHaarCascade: TOnOcvHaarCascade; FCustomHaarCascade: TFileName; FHaarRects: TocvRects; procedure SetHaarCascade(const Value: TocvHaarCascadeType); procedure ReleaseCascade; procedure SetCustomHaarCascade(const Value: TFileName); procedure DoLoadHaarCascade(const FileName: String); protected FPrevFrame: IocvImage; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; property HaarRects: TocvRects read FHaarRects; published property CustomHaarCascade: TFileName read FCustomHaarCascade write SetCustomHaarCascade; property HaarCascade: TocvHaarCascadeType read FHaarCascade write SetHaarCascade default hcFrontalFaceAlt; property Equalize: Boolean index 0 Read GetBoolParam write SetBoolParam; property Scale: Double index 0 Read GetFloatParam write SetFloatParam; // 1.3 property MinNeighbors: Integer index 0 Read GetIntParam write SetIntParam; // 3 property MinSize: TocvPoint2D32i read FMinSize write FMinSize; // CV_DEFAULT(cvSize(0,0)) property MaxSize: TocvPoint2D32i read FMaxSize write FMaxSize; // {CV_DEFAULT(cvSize(0,0))} property DrawHaarCascade: TocvHaarCascadeDraw read FDrawHaarCascade write FDrawHaarCascade; property CascadeFlags: TocvHaarCascadeFlagSet read FCascadeFlags write FCascadeFlags default []; property OnHaarCascade: TOnOcvHaarCascade read FOnHaarCascade write FOnHaarCascade; property NotifyOnlyWhenFound: Boolean index 1 Read GetBoolParam write SetBoolParam; end; TocvEditorOperation = (eopNone, eopSature, eopExpo, eopHue, eopTemperature, eopWhite, eopShadow, eopContrast, eopClarity); TocvEditor = class(TocvCustomImageOperation) private FStep: Integer; FEditorOperation: TocvEditorOperation; public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; published property Step: Integer read FStep Write FStep; property EditorOperation: TocvEditorOperation read FEditorOperation write FEditorOperation; end; TocvContourDraw = class(TocvDraw) protected procedure AssignTo(Dest: TPersistent); override; private FHoleColor: TColor; FMaxLevel: Integer; public constructor Create(AOwner: TPersistent); published property ExternalColor: TColor read FColor write FColor default clGreen; property HoleColor: TColor read FHoleColor write FHoleColor default clRed; property MaxLevel: Integer read FMaxLevel write FMaxLevel default 2; end; TocvContourRetrievalModes = (RETR_EXTERNAL, RETR_LIST, RETR_CCOMP, RETR_TREE, RETR_FLOODFILL); TocvContourApprox = class(TPersistent) protected procedure AssignTo(Dest: TPersistent); override; function GetOwner: TPersistent; override; private FOwner: TPersistent; FEnabled: Boolean; FRecursive: Boolean; FEps: Double; public constructor Create(AOwner: TPersistent); published property Enabled: Boolean read FEnabled write FEnabled default True; property Eps: Double read FEps write FEps; property Recursive: Boolean read FRecursive write FRecursive default True; end; TocvContoursOperation = class(TocvCustomImageOperationWithNestedOperation) private FRetrievalMode: TocvContourRetrievalModes; FApproximationMethod: TocvContourApproximationMethods; FOffset: TocvPoint2D32i; FContourDraw: TocvContourDraw; FApprox: TocvContourApprox; FOnContour: TOnOcvContour; FContours: pCvSeq; procedure DoNotifyContours(const Image: IocvImage; const ContourCount: Integer; const Contours: pCvSeq); public constructor Create(AOwner: TPersistent); override; destructor Destroy; override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; override; property Contours: pCvSeq read FContours; published property Preprocessing: TocvCustomImageOperation read GetProperties write SetProperties; property RetrievalMode: TocvContourRetrievalModes read FRetrievalMode write FRetrievalMode default RETR_LIST; property ApproximationMethod: TocvContourApproximationMethods read FApproximationMethod write FApproximationMethod default CHAIN_APPROX_SIMPLE; property Offset: TocvPoint2D32i read FOffset write FOffset; property MinArea: Integer index 0 Read GetIntParam write SetIntParam; property ContourDraw: TocvContourDraw read FContourDraw write FContourDraw; property ApproxPoly: TocvContourApprox read FApprox write FApprox; property OnContour: TOnOcvContour read FOnContour write FOnContour; end; TocvImageOperationCollectionItem = class(TCollectionItem, IocvEditorPropertiesContainer) private CS: TCriticalSection; FOperation: TocvCustomImageOperation; FOperationClass: TocvImageOperationClass; FOwner: TCollection; FOnAfterTransform: TOnOcvAfterTransform; FOnBeforeTransform: TOnOcvBeforeTransform; function LockTransform: Boolean; procedure UnlockTransform; procedure CreateProperties; procedure DestroyProperties; procedure RecreateProperties; function GetPropertiesClassName: string; procedure SetProperties(const Value: TocvCustomImageOperation); procedure SetPropertiesClass(Value: TocvImageOperationClass); procedure SetPropertiesClassName(const Value: string); protected function GetProperties: TocvCustomImageOperation; function GetPropertiesClass: TocvImageOperationClass; function GetDisplayName: string; override; function GetOwner: TPersistent; override; { IInterface } function QueryInterface(const IID: TGUID; out Obj): HResult; stdcall; function _AddRef: Integer; stdcall; function _Release: Integer; stdcall; public constructor Create(Collection: TCollection); override; destructor Destroy; override; function GetNamePath: string; override; procedure Assign(Source: TPersistent); override; function DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; virtual; property OperationClass: TocvImageOperationClass read GetPropertiesClass write SetPropertiesClass; published property OperationClassName: string read GetPropertiesClassName write SetPropertiesClassName; property Operation: TocvCustomImageOperation read GetProperties write SetProperties; property OnAfterTransform: TOnOcvAfterTransform read FOnAfterTransform write FOnAfterTransform; property OnBeforeTransform: TOnOcvBeforeTransform read FOnBeforeTransform write FOnBeforeTransform; end; TocvImageOperationCollection = class(TOwnedCollection) protected FOnBeforeEachOperation: TOnOcvNotifyCollectionItem; FOnAfterEachOperation: TOnOcvNotifyCollectionItem; public function Transform(const Source: IocvImage; out Destanation: IocvImage): Boolean; end; TocvImageOperation = class(TocvDataSourceAndReceiver, IocvEditorPropertiesContainer) private CS: TCriticalSection; FOperation: TocvCustomImageOperation; FOperationClass: TocvImageOperationClass; FOperations: TocvImageOperationCollection; FUseCollection: Boolean; FOnAfterEachOperation: TOnOcvNotifyCollectionItem; FOnBeforeEachOperation: TOnOcvNotifyCollectionItem; FEnabled: Boolean; function LockTransform: Boolean; procedure UnlockTransform; procedure CreateProperties; procedure DestroyProperties; procedure RecreateProperties; function GetPropertiesClassName: string; procedure SetProperties(const Value: TocvCustomImageOperation); procedure SetPropertiesClass(Value: TocvImageOperationClass); procedure SetPropertiesClassName(const Value: string); procedure SetUseCollection(const Value: Boolean); procedure SetOnAfterEachOperation(const Value: TOnOcvNotifyCollectionItem); procedure SetOnBeforeEachOperation(const Value: TOnOcvNotifyCollectionItem); protected function GetProperties: TocvCustomImageOperation; function GetPropertiesClass: TocvImageOperationClass; public constructor Create(AOwner: TComponent); override; destructor Destroy; override; procedure TakeImage(const IplImage: IocvImage); override; property OperationClass: TocvImageOperationClass read GetPropertiesClass write SetPropertiesClass; published property OperationClassName: string read GetPropertiesClassName write SetPropertiesClassName; property Operation: TocvCustomImageOperation read GetProperties write SetProperties; property Operations: TocvImageOperationCollection Read FOperations write FOperations; property OperationsEnabled: Boolean read FUseCollection write SetUseCollection default True; property OnBeforeEachOperation: TOnOcvNotifyCollectionItem read FOnBeforeEachOperation write SetOnBeforeEachOperation; property OnAfterEachOperation: TOnOcvNotifyCollectionItem read FOnAfterEachOperation write SetOnAfterEachOperation; property Enabled: Boolean read FEnabled Write FEnabled default True; end; TRegisteredImageOperations = class(TStringList) public function FindByClassName(const ClassName: String): TocvImageOperationClass; function FindByName(const Name: String): TocvImageOperationClass; function GetNameByClass(const IOClass: TClass): String; procedure RegisterIOClass(const IOClass: TClass; const ClassName: String); end; function GetRegisteredImageOperations: TRegisteredImageOperations; implementation uses ocv.core_c, ocv.imgproc_c, ocv.utils, {$IFDEF HAS_UNITSCOPE} System.Math; {$ELSE} Math; {$ENDIF} // {$IFNDEF haarcascadeinc} // {$DEFINE haarcascadeinc} // // Type // TocvHaarCascadeRecord = record // Name: String; // FileName: String; // end; // /// // // Run utils\CompressHaar\uCompressHaar.dpr // // Add to serarch path \Delphi-OpenCV\resource\facedetectxml\ // /// // {$R haarcascade.rc haarcascade.res} // {$R haarcascade.res} // {$I haarcascade.inc} // {$ENDIF} type TPersistentAccessProtected = class(TPersistent); Var _RegisteredImageOperations: TRegisteredImageOperations = nil; function GetRegisteredImageOperations: TRegisteredImageOperations; begin if not Assigned(_RegisteredImageOperations) then _RegisteredImageOperations := TRegisteredImageOperations.Create; Result := _RegisteredImageOperations; end; { TocvImageOperation } procedure TocvImageOperation.SetOnAfterEachOperation(const Value: TOnOcvNotifyCollectionItem); begin FOnAfterEachOperation := Value; Operations.FOnAfterEachOperation := Value; end; procedure TocvImageOperation.SetOnBeforeEachOperation(const Value: TOnOcvNotifyCollectionItem); begin FOnBeforeEachOperation := Value; Operations.FOnBeforeEachOperation := Value; end; procedure TocvImageOperation.SetProperties(const Value: TocvCustomImageOperation); begin if (FOperation <> nil) and (Value <> nil) then FOperation.Assign(Value); end; procedure TocvImageOperation.SetPropertiesClass(Value: TocvImageOperationClass); begin if FOperationClass <> Value then begin FOperationClass := Value; RecreateProperties; end; end; procedure TocvImageOperation.CreateProperties; begin if FOperationClass <> nil then FOperation := FOperationClass.Create(Self); end; procedure TocvImageOperation.DestroyProperties; begin FreeAndNil(FOperation); end; procedure TocvImageOperation.RecreateProperties; begin DestroyProperties; CreateProperties; end; procedure TocvImageOperation.SetPropertiesClassName(const Value: string); begin OperationClass := TocvImageOperationClass(GetRegisteredImageOperations.FindByClassName(Value)); end; procedure TocvImageOperation.SetUseCollection(const Value: Boolean); begin if FUseCollection <> Value then begin CS.Enter; try FUseCollection := Value; finally CS.Leave; end; end; end; constructor TocvImageOperation.Create(AOwner: TComponent); begin inherited; CS := TCriticalSection.Create; FOperations := TocvImageOperationCollection.Create(Self, TocvImageOperationCollectionItem); FUseCollection := True; FEnabled := True; end; destructor TocvImageOperation.Destroy; begin if LockTransform then if Assigned(FOperation) then FreeAndNil(FOperation); FOperations.Free; CS.Free; inherited; end; function TocvImageOperation.GetProperties: TocvCustomImageOperation; begin if not Assigned(FOperation) then FOperation := TocvNoneOperation.Create(Self); Result := FOperation; end; function TocvImageOperation.GetPropertiesClass: TocvImageOperationClass; begin Result := TocvImageOperationClass(Operation.ClassType); end; function TocvImageOperation.GetPropertiesClassName: string; begin Result := Operation.ClassName; end; function TocvImageOperation.LockTransform: Boolean; begin Result := CS.TryEnter; end; procedure TocvImageOperation.TakeImage(const IplImage: IocvImage); var Destanation: IocvImage; ContinueTransform: Boolean; begin if LockTransform then try if Enabled then begin if (OperationsEnabled and (Operations.Count > 0) and Operations.Transform(IplImage, Destanation)) then NotifyReceiver(Destanation) else begin ContinueTransform := True; if Assigned(OnBeforeEachOperation) then OnBeforeEachOperation(nil, Operation, nil, IplImage, ContinueTransform); if not ContinueTransform then NotifyReceiver(IplImage) else if Operation.Transform(IplImage.Clone, Destanation) then begin if Assigned(OnAfterEachOperation) then OnAfterEachOperation(nil, Operation, nil, Destanation, ContinueTransform); NotifyReceiver(Destanation); end else NotifyReceiver(IplImage); end; end else NotifyReceiver(IplImage); finally Destanation := nil; UnlockTransform; end; end; procedure TocvImageOperation.UnlockTransform; begin CS.Leave; end; { TocvImageOperationCanny } constructor TocvCannyOperation.Create { (AOwner: TPersistent) }; begin inherited; Threshold1 := 10; Threshold2 := 100; ApertureSize := 3; end; function TocvCannyOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Destanation := TocvImage.Create(cvCreateImage(cvGetSize(Source.IpImage), IPL_DEPTH_8U, 1)); cvCanny(Source.GrayImage.IpImage, Destanation.IpImage, Threshold1, Threshold2, ApertureSize); Result := True; end; { TocvImageOperationGrayScale } function TocvGrayScaleOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Destanation := Source.GrayImage; Result := True; end; { TocvImageOperationNone } function TocvNoneOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Destanation := Source; Result := True; end; { TCustomOpenCVImgOperation } procedure TocvCustomImageOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvCustomImageOperation then begin FFloatParams := (Dest as TocvCustomImageOperation).FFloatParams; FIntParams := (Dest as TocvCustomImageOperation).FIntParams; FBoolParams := (Dest as TocvCustomImageOperation).FBoolParams; end; end; constructor TocvCustomImageOperation.Create(AOwner: TPersistent); begin if AOwner is TComponent then inherited Create(AOwner as TComponent) else inherited Create(nil); SetSubComponent(True); FOwner := AOwner; FCriticalSection := TCriticalSection.Create; end; destructor TocvCustomImageOperation.Destroy; begin FCriticalSection.Free; inherited; end; function TocvCustomImageOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Result := False; end; function TocvCustomImageOperation.GetBoolParam(const index: Integer): Boolean; begin if (index >= 0) and (index < Length(FBoolParams)) then Result := FBoolParams[index] else Result := False; end; function TocvCustomImageOperation.GetFloatParam(const index: Integer): Double; begin if (index >= 0) and (index < Length(FFloatParams)) then Result := FFloatParams[index] else Result := 0; end; function TocvCustomImageOperation.GetIntParam(const index: Integer): Integer; begin if (index >= 0) and (index < Length(FIntParams)) then Result := FIntParams[index] else Result := 0; end; function TocvCustomImageOperation.GetNamePath: string; var S: string; lOwner: TPersistent; begin Result := inherited GetNamePath; lOwner := GetOwner; if { } (lOwner <> nil) and { } ( { } (csSubComponent in TComponent(lOwner).ComponentStyle) or { } (TPersistentAccessProtected(lOwner).GetOwner <> nil) { } ) then begin S := lOwner.GetNamePath; if S <> '' then Result := S + '.' + Result; end; end; function TocvCustomImageOperation.GetOwner: TPersistent; begin Result := FOwner; end; function TocvCustomImageOperation.LockTransform: Boolean; begin Result := FCriticalSection.TryEnter; end; procedure TocvCustomImageOperation.SetBoolParam(const index: Integer; const Value: Boolean); begin if (index >= 0) and LockTransform then try if index > High(FBoolParams) then SetLength(FBoolParams, index + 1); FBoolParams[index] := Value; finally UnlockTransform; end; end; procedure TocvCustomImageOperation.SetFloatParam(const index: Integer; const Value: Double); begin if (index >= 0) and LockTransform then try if index > High(FFloatParams) then SetLength(FFloatParams, index + 1); FFloatParams[index] := Value; finally UnlockTransform; end; end; procedure TocvCustomImageOperation.SetIntParam(const index: Integer; const Value: Integer); begin if (index >= 0) and LockTransform then try if index > High(FIntParams) then SetLength(FIntParams, index + 1); FIntParams[index] := Value; finally UnlockTransform; end; end; function TocvCustomImageOperation.Transform(const Source: IocvImage; var Destanation: IocvImage): Boolean; Var ContinueTransform: Boolean; begin Result := LockTransform; if Result then try ContinueTransform := True; if Assigned(OnBeforeTransform) then OnBeforeTransform(Self, Source, ContinueTransform); if ContinueTransform then Result := DoTransform(Source.Clone, Destanation) else begin Destanation := Source; Result := True; end; if Result and Assigned(OnAfterTransform) then OnAfterTransform(Self, Destanation); finally UnlockTransform; end else Destanation := Source; end; procedure TocvCustomImageOperation.UnlockTransform; begin FCriticalSection.Leave; end; { TocvImageOperationSmooth } Const ocvSmoothOperations: array [TocvSmoothOperations] of Integer = (CV_BLUR_NO_SCALE, CV_BLUR, CV_GAUSSIAN, CV_MEDIAN, CV_BILATERAL); procedure TocvSmoothOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvSmoothOperation then FSmoothOperation := (Dest as TocvSmoothOperation).FSmoothOperation; end; constructor TocvSmoothOperation.Create { (AOwner: TPersistent) }; begin inherited; FSmoothOperation := GAUSSIAN; size1 := 3; size2 := 3; sigma1 := 0; sigma2 := 0; end; procedure TocvSmoothOperation.SetSmoothOperation(const Value: TocvSmoothOperations); begin if LockTransform then try FSmoothOperation := Value; finally UnlockTransform; end; end; function TocvSmoothOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var Image: pIplImage; begin Image := cvCloneImage(Source.IpImage); cvSmooth(Source.IpImage, Image, ocvSmoothOperations[SmoothType], size1, size2, sigma1, sigma2); Destanation := TocvImage.Create(Image); Result := True; end; { TRegisteredImageOperations } function TRegisteredImageOperations.FindByClassName(const ClassName: String): TocvImageOperationClass; Var i: Integer; begin Result := nil; for i := 0 to Count - 1 do if TocvImageOperationClass(Objects[i]).ClassName = ClassName then Exit(TocvImageOperationClass(Objects[i])); end; function TRegisteredImageOperations.FindByName(const Name: String): TocvImageOperationClass; Var i: Integer; begin i := IndexOf(Name); if i <> -1 then Result := TocvImageOperationClass(Objects[i]) else Result := Nil; end; function TRegisteredImageOperations.GetNameByClass(const IOClass: TClass): String; Var i: Integer; begin Result := ''; for i := 0 to Count - 1 do if Integer(Objects[i]) = Integer(IOClass) then begin Result := Self[i]; Break; end; end; procedure TRegisteredImageOperations.RegisterIOClass(const IOClass: TClass; const ClassName: String); begin AddObject(ClassName, TObject(IOClass)); RegisterClass(TPersistentClass(IOClass)); end; { TocvCustomErodeDilate } procedure TocvCustomErodeDilateOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvCustomErodeDilateOperation then FMorphOp := (Dest as TocvCustomErodeDilateOperation).MorphOp; end; constructor TocvCustomErodeDilateOperation.Create { (AOwner: TComponent) }; begin inherited; Radius := 5; Iterations := 5; FMorphOp := SHAPE_RECT; end; procedure TocvCustomErodeDilateOperation.SetMorphOp(const Value: TocvErodeDilateMode); begin if LockTransform then try FMorphOp := Value; finally UnlockTransform; end; end; const EDMorpgOp: array [TocvErodeDilateMode] of Integer = (CV_SHAPE_RECT, CV_SHAPE_CROSS, CV_SHAPE_ELLIPSE, CV_SHAPE_CUSTOM); { TocvErode } function TocvErodeOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var Kern: pIplConvKernel; begin Destanation := TocvImage.Create(cvCloneImage(Source.IpImage)); Kern := cvCreateStructuringElementEx(Radius * 2 + 1, Radius * 2 + 1, Radius, Radius, EDMorpgOp[FMorphOp]); cvErode(Source.IpImage, Destanation.IpImage, Kern, Iterations); cvReleaseStructuringElement(Kern); Result := True; end; { TocvDilate } function TocvDilateOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var Kern: pIplConvKernel; begin Destanation := TocvImage.Create(cvCloneImage(Source.IpImage)); Kern := cvCreateStructuringElementEx(Radius * 2 + 1, Radius * 2 + 1, Radius, Radius, EDMorpgOp[FMorphOp]); cvDilate(Source.IpImage, Destanation.IpImage, Kern, Iterations); cvReleaseStructuringElement(Kern); Result := True; end; { TocvLaplace } constructor TocvLaplaceOperation.Create { (AOwner: TComponent) }; begin inherited; Aperture := 3; end; function TocvLaplaceOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var TempImg: pIplImage; begin TempImg := cvCreateImage(cvGetSize(Source.IpImage), IPL_DEPTH_16S, Source.IpImage^.nChannels); Destanation := TocvImage.Create(cvCreateImage(cvGetSize(Source.IpImage), Source.IpImage^.Depth, Source.IpImage^.nChannels)); cvLaplace(Source.IpImage, TempImg, Aperture); cvConvertScale(TempImg, Destanation.IpImage); cvReleaseImage(TempImg); Result := True; end; { TocvSobel } constructor TocvSobelOperation.Create { (AOwner: TComponent) }; begin inherited; XOrder := 1; YOrder := 1; Aperture := 3; end; function TocvSobelOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var TmpImg: pIplImage; begin TmpImg := cvCreateImage(cvGetSize(Source.IpImage), IPL_DEPTH_16S, Source.IpImage^.nChannels); Destanation := TocvImage.Create(cvCreateImage(cvGetSize(Source.IpImage), Source.IpImage^.Depth, Source.IpImage^.nChannels)); cvSobel(Source.IpImage, TmpImg, XOrder, YOrder, Aperture); cvConvertScale(TmpImg, Destanation.IpImage); cvReleaseImage(TmpImg); Result := True; end; { TocvImageOperationCollectionItem } procedure TocvImageOperationCollectionItem.Assign(Source: TPersistent); begin if Source is TocvImageOperationCollectionItem then Operation.Assign(TocvImageOperationCollectionItem(Source).Operation) else inherited; end; constructor TocvImageOperationCollectionItem.Create(Collection: TCollection); begin inherited; FOwner := Collection; CS := TCriticalSection.Create; end; procedure TocvImageOperationCollectionItem.CreateProperties; begin if FOperationClass <> nil then begin FOperation := FOperationClass.Create(Self); FOperation.SetParentComponent((GetOwner as TOwnedCollection).Owner as TComponent); end; end; destructor TocvImageOperationCollectionItem.Destroy; begin if Assigned(FOperation) then FOperation.Free; CS.Free; inherited; end; procedure TocvImageOperationCollectionItem.DestroyProperties; begin FreeAndNil(FOperation); end; function TocvImageOperationCollectionItem.GetDisplayName: string; begin Result := GetRegisteredImageOperations.GetNameByClass(FOperation.ClassType); end; function TocvImageOperationCollectionItem.GetNamePath: string; begin Result := inherited GetNamePath + Format('Operations%d', [Index]); end; function TocvImageOperationCollectionItem.GetOwner: TPersistent; begin Result := FOwner; end; function TocvImageOperationCollectionItem.GetProperties: TocvCustomImageOperation; begin if not Assigned(FOperation) then FOperation := TocvNoneOperation.Create(Self); Result := FOperation; end; function TocvImageOperationCollectionItem.GetPropertiesClass: TocvImageOperationClass; begin Result := TocvImageOperationClass(Operation.ClassType); end; function TocvImageOperationCollectionItem.GetPropertiesClassName: string; begin Result := Operation.ClassName; end; function TocvImageOperationCollectionItem.LockTransform: Boolean; begin Result := CS.TryEnter; end; function TocvImageOperationCollectionItem.QueryInterface(const IID: TGUID; out Obj): HResult; begin if GetInterface(IID, Obj) then Result := 0 else Result := E_NOINTERFACE; end; procedure TocvImageOperationCollectionItem.RecreateProperties; begin DestroyProperties; CreateProperties; end; procedure TocvImageOperationCollectionItem.SetProperties(const Value: TocvCustomImageOperation); begin if (FOperation <> nil) and (Value <> nil) then FOperation.Assign(Value); end; procedure TocvImageOperationCollectionItem.SetPropertiesClass(Value: TocvImageOperationClass); begin if FOperationClass <> Value then begin FOperationClass := Value; RecreateProperties; end; end; procedure TocvImageOperationCollectionItem.SetPropertiesClassName(const Value: string); begin OperationClass := TocvImageOperationClass(GetRegisteredImageOperations.FindByClassName(Value)); end; function TocvImageOperationCollectionItem.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var ContinueTransform: Boolean; begin Result := LockTransform; if Result then try ContinueTransform := True; if Assigned(OnBeforeTransform) then OnBeforeTransform(Self, Source, ContinueTransform); Result := ContinueTransform and Operation.DoTransform(Source, Destanation); if Result and Assigned(OnAfterTransform) then OnAfterTransform(Self, Destanation); finally UnlockTransform; end; end; procedure TocvImageOperationCollectionItem.UnlockTransform; begin CS.Leave; end; function TocvImageOperationCollectionItem._AddRef: Integer; begin Result := -1; end; function TocvImageOperationCollectionItem._Release: Integer; begin Result := -1; end; { TocvThresholdOperation } Const cThreshold: array [TocvThresholdType] of Integer = (CV_THRESH_BINARY, CV_THRESH_BINARY_INV, CV_THRESH_TRUNC, CV_THRESH_TOZERO, CV_THRESH_TOZERO_INV, CV_THRESH_MASK, CV_THRESH_OTSU); constructor TocvThresholdOperation.Create { (AOwner: TComponent) }; begin inherited; Threshold := 50; end; constructor TocvCustomThresholdOperation.Create { (AOwner: TComponent) }; begin inherited; MaxValue := 250; ThresholdType := THRESH_BINARY; end; function TocvCustomThresholdOperation.GetThresholdType: TocvThresholdType; begin Result := TocvThresholdType(GetIntParam(0)); end; procedure TocvCustomThresholdOperation.SetThresholdType(const Value: TocvThresholdType); begin SetIntParam(0, Integer(Value)); end; function TocvThresholdOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Destanation := Source.GrayImage.Same; cvThreshold(Source.GrayImage.IpImage, Destanation.IpImage, Threshold, MaxValue, cThreshold[ThresholdType]); Result := True; end; { TocvAdaptiveThresholdOperation } const cAdaptiveThresholdType: array [TocvAdaptiveThresholdType] of Integer = (CV_ADAPTIVE_THRESH_MEAN_C, CV_ADAPTIVE_THRESH_GAUSSIAN_C); constructor TocvAdaptiveThresholdOperation.Create { (AOwner: TComponent) }; begin inherited; AdaptiveThresholdType := ADAPTIVE_THRESH_MEAN_C; BlockSize := 3; Param := 5; end; function TocvAdaptiveThresholdOperation.GetAdaptiveThresholdType: TocvAdaptiveThresholdType; begin Result := TocvAdaptiveThresholdType(GetIntParam(1)); end; procedure TocvAdaptiveThresholdOperation.SetAdaptiveThresholdType(const Value: TocvAdaptiveThresholdType); begin SetIntParam(1, Integer(Value)); end; function TocvAdaptiveThresholdOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Destanation := TocvImage.Create(cvCreateImage(cvGetSize(Source.IpImage), IPL_DEPTH_8U, 1)); cvAdaptiveThreshold(Source.GrayImage.IpImage, Destanation.IpImage, MaxValue, cAdaptiveThresholdType[AdaptiveThresholdType], cThreshold[ThresholdType], BlockSize, Param); Result := True; end; { TocvContoursOperation } constructor TocvContoursOperation.Create { (AOwner: TComponent) }; begin inherited; FOffset := TocvPoint2D32i.Create; FContourDraw := TocvContourDraw.Create(Self); FApprox := TocvContourApprox.Create(Self); OperationClass := TocvThresholdOperation; With Preprocessing as TocvThresholdOperation do begin Threshold := 128; MaxValue := 255; ThresholdType := THRESH_BINARY_INV; end; RetrievalMode := RETR_LIST; ApproximationMethod := CHAIN_APPROX_SIMPLE; MinArea := 100; end; destructor TocvContoursOperation.Destroy; begin FOffset.Free; FContourDraw.Free; FApprox.Free; inherited; end; function TocvContoursOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var th_image: IocvImage; storage: pCvMemStorage; contoursCont: Integer; er, eg, eb: byte; hr, hg, hb: byte; s_contours: pCvSeq; area: Double; begin Result := False; FContours := nil; th_image := nil; storage := cvCreateMemStorage(0); try Destanation := Source; // .Clone; if Preprocessing.Transform(Source, th_image) then begin contoursCont := cvFindContours(th_image.IpImage, storage, @Contours, SizeOf(TCvContour), Integer(RetrievalMode), Integer(ApproximationMethod), cvPoint(Offset.X, Offset.Y)); if ApproxPoly.Enabled then FContours := cvApproxPoly(Contours, SizeOf(TCvContour), storage, CV_POLY_APPROX_DP, ApproxPoly.Eps, Integer(ApproxPoly.Recursive)); DoNotifyContours(Destanation, contoursCont, Contours); if (contoursCont > 0) and ContourDraw.Enabled then begin GetRGBValue(ContourDraw.ExternalColor, er, eg, eb); GetRGBValue(ContourDraw.HoleColor, hr, hg, hb); if MinArea > 0 then begin s_contours := Contours; while (s_contours <> nil) do begin area := cvContourArea(s_contours, CV_WHOLE_SEQ); if abs(area) > MinArea then cvDrawContours(Destanation.IpImage, s_contours, CV_RGB(er, eg, eb), CV_RGB(hr, hg, hb), ContourDraw.MaxLevel, ContourDraw.Thickness, cLineType[ContourDraw.LineType], cvPoint(ContourDraw.Offset.X, ContourDraw.Offset.Y)); s_contours := s_contours.h_next; end; end else cvDrawContours(Destanation.IpImage, FContours, CV_RGB(er, eg, eb), CV_RGB(hr, hg, hb), ContourDraw.MaxLevel, ContourDraw.Thickness, cLineType[ContourDraw.LineType], cvPoint(ContourDraw.Offset.X, ContourDraw.Offset.Y)); end; Result := True; end; finally cvReleaseMemStorage(storage) end; end; procedure TocvContoursOperation.DoNotifyContours(const Image: IocvImage; const ContourCount: Integer; const Contours: pCvSeq); begin if Assigned(OnContour) then OnContour(Self, Image, ContourCount, Contours); end; { TocvRotateOperation } procedure TocvRotateOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvRotateOperation then begin FCenter := (Dest as TocvRotateOperation).FCenter; FMethod := (Dest as TocvRotateOperation).FMethod; FWarpingFlag := (Dest as TocvRotateOperation).FWarpingFlag; FFillColor := (Dest as TocvRotateOperation).FFillColor end; end; constructor TocvRotateOperation.Create(AOwner: TPersistent); begin inherited; Angle := 90; FCenter := TocvPoint2D32f.Create; RotateAroundCenter := True; Method := INTER_LINEAR; WarpingFlag := [WARP_FILL_OUTLIERS]; Scale := 1; FFillColor := clBlack; end; destructor TocvRotateOperation.Destroy; begin FCenter.Free; inherited; end; function TocvRotateOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var rot_mat: pCvMat; cvCenter: TCvPoint2D32f; D: pIplImage; M: Integer; begin // Матрица трансформации rot_mat := cvCreateMat(2, 3, CV_32FC1); // Вращение относительно центра изображения if RotateAroundCenter then begin cvCenter.X := Source.IpImage^.Width div 2; cvCenter.Y := Source.IpImage^.height div 2; end else begin cvCenter.X := CustomCenter.X; cvCenter.Y := CustomCenter.Y; end; cv2DRotationMatrix(cvCenter, Angle, Scale, rot_mat); // Создаем изображение D := cvCreateImage(cvGetSize(Source.IpImage), Source.IpImage^.Depth, Source.IpImage^.nChannels); // Выполняем вращение M := Integer(Method); if WARP_FILL_OUTLIERS in FWarpingFlag then M := M or CV_WARP_FILL_OUTLIERS; if WARP_INVERSE_MAP in FWarpingFlag then M := M or CV_WARP_INVERSE_MAP; cvWarpAffine(Source.IpImage, D, rot_mat, M, ColorToCvRGB(FillColor)); cvReleaseMat(rot_mat); Destanation := TocvImage.Create(D); Result := True; end; { TPersistentPoint } procedure TocvPoint2D32i.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvPoint2D32f then FSize := (Dest as TocvPoint2D32i).FSize; end; { TocvCountourDraw } procedure TocvDraw.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvDraw then begin FOffset.FSize := (Dest as TocvDraw).FOffset.FSize; FEnabled := (Dest as TocvDraw).FEnabled; FThickness := (Dest as TocvDraw).FThickness; FLineType := (Dest as TocvDraw).FLineType; FColor := (Dest as TocvDraw).FColor; end; end; constructor TocvDraw.Create(AOwner: TPersistent); begin inherited Create; FOwner := AOwner; FOffset := TocvPoint2D32i.Create; FEnabled := True; FThickness := 1; FLineType := LT_AA; FColor := clGreen; FShift := 0; end; destructor TocvDraw.Destroy; begin FOffset.Free; inherited; end; function TocvDraw.GetCvColor: TCvScalar; begin Result := ColorToCvRGB(Color); end; function TocvDraw.GetCvLineType: Integer; begin Result := cLineType[LineType]; end; function TocvDraw.GetOwner: TPersistent; begin Result := FOwner; end; { TocvContourApprox } procedure TocvContourApprox.AssignTo(Dest: TPersistent); begin if Dest is TocvContourApprox then begin FEnabled := (Dest as TocvContourApprox).Enabled; FEps := (Dest as TocvContourApprox).Eps; FRecursive := (Dest as TocvContourApprox).Recursive; end else inherited; end; constructor TocvContourApprox.Create(AOwner: TPersistent); begin inherited Create; FOwner := AOwner; FEnabled := True; FEps := 3; FRecursive := True; end; function TocvContourApprox.GetOwner: TPersistent; begin Result := FOwner; end; { TocvAbsDiff } function TocvAbsDiff.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var GrayImage: IocvImage; begin GrayImage := Source.GrayImage; Destanation := GrayImage.Same; if Assigned(FPrevFrame) then cvAbsDiff(FPrevFrame.IpImage, GrayImage.IpImage, Destanation.IpImage); FPrevFrame := GrayImage; Result := True; end; { TocvFaceDetect } constructor TocvHaarCascade.Create(AOwner: TPersistent); begin inherited; FLockFrontalFaceChange := TCriticalSection.Create; FMinSize := TocvPoint2D32i.Create(30, 30); FMaxSize := TocvPoint2D32i.Create; HaarCascade := hcFrontalFaceAlt; FDrawHaarCascade := TocvHaarCascadeDraw.Create(Self); Scale := 1.3; MinNeighbors := 3; Equalize := True; NotifyOnlyWhenFound := False; end; destructor TocvHaarCascade.Destroy; begin FLockFrontalFaceChange.Free; FMinSize.Free; FMaxSize.Free; FDrawHaarCascade.Free; ReleaseCascade; inherited; end; function TocvHaarCascade.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var // storage: pCvMemStorage; // gray: IocvImage; // detected_objects: pCvSeq; i: Integer; // cvr: pCvRect; begin Destanation := Source; Result := ocvHaarCascadeTransform( { } Source, { } FCascade, { } FHaarRects, { } MinSize.Size, { } MaxSize.Size, { } Equalize, { } Scale, { } MinNeighbors, { } CascadeFlags); if Result then begin if Assigned(OnHaarCascade) and ((not NotifyOnlyWhenFound) or (Length(FHaarRects) > 0)) then OnHaarCascade(Self, Destanation, FHaarRects); if DrawHaarCascade.Enabled then for i := 0 to High(FHaarRects) do Destanation.Canvas.Rectangle(FHaarRects[i].Left, FHaarRects[i].Top, FHaarRects[i].Right, FHaarRects[i].Bottom, DrawHaarCascade.Color, DrawHaarCascade.Thickness, DrawHaarCascade.LineType, DrawHaarCascade.Shift); end; // if Assigned(FCascade) then // begin // storage := cvCreateMemStorage(0); // try // gray := Source.GrayImage; // if Equalize then // cvEqualizeHist(gray.IpImage, gray.IpImage); // detected_objects := cvHaarDetectObjects(gray.IpImage, FCascade, storage, Scale, MinNeighbors, GetHaarCascadeFlag, // cvSize(MinSize.X, MinSize.Y), cvSize(MaxSize.X, MaxSize.Y)); // // if Assigned(detected_objects) then // begin // SetLength(FHaarRects, detected_objects^.total); // i := 0; // While i < detected_objects^.total do // begin // cvr := pCvRect(cvGetSeqElem(detected_objects, i)); // FHaarRects[i] := ocvRect(cvr^.X, cvr^.Y, (cvr^.X) + (cvr^.Width), (cvr^.Y) + (cvr^.height)); // Inc(i); // end; // // if Assigned(OnHaarCascade) and ((not NotifyOnlyWhenFound) or (detected_objects^.total > 0)) then // OnHaarCascade(Self, Destanation, FHaarRects); // // if DrawHaarCascade.Enabled then // begin // GetRGBValue(DrawHaarCascade.Color, r, g, b); // i := 0; // While i < detected_objects^.total do // begin // cvr := pCvRect(cvGetSeqElem(detected_objects, i)); // cvRectangle(Destanation.IpImage, cvPoint(cvr^.X, cvr^.Y), cvPoint((cvr^.X) + (cvr^.Width), (cvr^.Y) + (cvr^.height)), // CV_RGB(r, g, b), DrawHaarCascade.Thickness, cLineType[DrawHaarCascade.LineType], DrawHaarCascade.Shift); // Inc(i); // end; // end; // end; // Result := True; // finally // cvReleaseMemStorage(storage); // end; // end // else // Result := False; end; procedure TocvHaarCascade.ReleaseCascade; begin if Assigned(FCascade) then cvReleaseHaarClassifierCascade(FCascade); FCascade := nil; end; procedure TocvHaarCascade.SetCustomHaarCascade(const Value: TFileName); begin if FCustomHaarCascade <> Value then begin FCustomHaarCascade := Value; DoLoadHaarCascade(FCustomHaarCascade); end; end; procedure TocvHaarCascade.DoLoadHaarCascade(const FileName: String); begin ReleaseCascade; if FileExists(FileName) then FCascade := cvLoad(c_str(FileName), nil, nil, nil); end; procedure TocvHaarCascade.SetHaarCascade(const Value: TocvHaarCascadeType); function TempPath: string; var BufSize: Cardinal; begin {$IFDEF MSWINDOWS} BufSize := GetTempPath(0, nil); SetLength(Result, BufSize); GetTempPath(BufSize, PChar(Result)); Result := Trim(Result); {$ENDIF MSWINDOWS} end; // Var // FullFileName: String; // RS: TResourceStream; // DC: TZDecompressionStream; // FS: TFileStream; begin FLockFrontalFaceChange.Enter; try if FHaarCascade <> Value then begin FHaarCascade := Value; ReleaseCascade; end; if not(csDesigning in ComponentState) then begin ReleaseCascade; FCascade := ocvLoadHaarCascade(FHaarCascade); end; finally FLockFrontalFaceChange.Leave; end; end; constructor TocvPoint2D32i.Create(const AX, AY: Integer); begin X := AX; Y := AY; end; { TocvContourDraw } procedure TocvContourDraw.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvContourDraw then begin FHoleColor := (Dest as TocvContourDraw).FHoleColor; FMaxLevel := (Dest as TocvContourDraw).FMaxLevel; end; end; constructor TocvContourDraw.Create(AOwner: TPersistent); begin inherited; FHoleColor := clRed; FMaxLevel := 2; end; { TocvMatchTemplate } procedure TocvMatchTemplate.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvMatchTemplate then begin FMethod := (Dest as TocvMatchTemplate).FMethod; end; end; constructor TocvMatchTemplate.Create(AOwner: TPersistent); begin inherited; FTemplate := TPicture.Create; FTemplate.OnChange := TemplateOnChange; FDrawRect := TocvDraw.Create(Self); FMethod := TM_CCOEFF_NORMED; end; destructor TocvMatchTemplate.Destroy; begin if Assigned(FIPLTemplate) then cvReleaseImage(FIPLTemplate); FTemplate.Free; FDrawRect.Free; inherited; end; procedure TocvMatchTemplate.TemplateOnChange(Sender: TObject); begin IPLTemplate := nil; end; function TocvMatchTemplate.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var imgMat: pIplImage; P1, P2: TCvPoint; min: Double; r, g, b: byte; begin Destanation := Source; if Assigned(IPLTemplate) then begin imgMat := cvCreateImage(cvSize(Source.IpImage^.Width - IPLTemplate^.Width + 1, Source.IpImage^.height - IPLTemplate^.height + 1), IPL_DEPTH_32F, 1); cvMatchTemplate(Source.IpImage, IPLTemplate, imgMat, Integer(FMethod)); if Assigned(OnMathTemplateRect) or DrawRect.Enabled then begin cvMinMaxLoc(imgMat, @min, @min, nil, @P1, nil); P2.X := P1.X + IPLTemplate^.Width - 1; P2.Y := P1.Y + IPLTemplate^.height - 1; if Assigned(OnMathTemplateRect) then OnMathTemplateRect(Self, Source, ocvRect(P1.X, P1.Y, P2.X, P2.Y)); if DrawRect.Enabled then begin GetRGBValue(DrawRect.Color, r, g, b); cvRectangle(Destanation.IpImage, P1, P2, CV_RGB(r, g, b)); end; end; cvReleaseImage(imgMat); Result := True; end else Result := False; end; function TocvMatchTemplate.GetIPLTemplate: pIplImage; begin if not Assigned(FIPLTemplate) then begin if not Template.Bitmap.Empty then FIPLTemplate := BitmapToIplImage(Template.Bitmap); end; Result := FIPLTemplate; end; procedure TocvMatchTemplate.SetFIPLTemplate(const Value: pIplImage); begin if FIPLTemplate <> Value then begin if Assigned(FIPLTemplate) then cvReleaseImage(FIPLTemplate); FIPLTemplate := Value; end; end; { TocvMotionDetect } procedure TocvMotionDetect.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvMotionDetect then begin FCalcRectType := (Dest as TocvMotionDetect).FCalcRectType; end; end; constructor TocvMotionDetect.Create(AOwner: TPersistent); begin inherited; RemoveSmallObject := True; MinObjectSize := 100; FSmoothOperation := BLUR; FDrawMotionRect := TocvDrawMotionRect.Create(Self); OperationClass := TocvThresholdOperation; With (Operation as TocvThresholdOperation) do begin Threshold := 25; MaxValue := 255; end; NotifyOnlyWhenFound := False; end; destructor TocvMotionDetect.Destroy; begin FDrawMotionRect.Free; inherited; end; function TocvMotionDetect.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var CurrentGrayImage: IocvImage; DifferenceImage: IocvImage; storage: pCvMemStorage; area: Double; ThresholdImage: IocvImage; black, white: TCvScalar; c: pCvSeq; Rects: TocvRects; Rect: TCvRect; Rect2d: TCvBox2D; i: Integer; r, g, b: byte; begin Destanation := Source; CurrentGrayImage := Source.GrayImage; if not Assigned(FPrevFrame) then FPrevFrame := CurrentGrayImage; DifferenceImage := CurrentGrayImage.Same; cvAbsDiff(FPrevFrame.IpImage, CurrentGrayImage.IpImage, DifferenceImage.IpImage); cvSmooth(DifferenceImage.IpImage, DifferenceImage.IpImage, Integer(Smooth)); if Threshold.DoTransform(DifferenceImage, ThresholdImage) then begin // img_out := DifferenceImage.Clone; storage := cvCreateMemStorage(0); // FContours := AllocMem(SizeOf(TCvSeq)); try FContours := nil; cvFindContours(ThresholdImage.IpImage, storage, @FContours, SizeOf(TCvContour), CV_RETR_LIST, CV_CHAIN_APPROX_SIMPLE, cvPoint(0, 0)); black := CV_RGB(0, 0, 0); white := CV_RGB(255, 255, 255); while (FContours <> nil) do begin area := cvContourArea(FContours, CV_WHOLE_SEQ); if (abs(area) <= MinObjectSize) and RemoveSmallObject then // Если площадь меньше порога, то удаляем cvDrawContours(ThresholdImage.IpImage, FContours, black, black, -1, CV_FILLED, 8, cvPoint(0, 0)) else cvDrawContours(ThresholdImage.IpImage, FContours, white, white, -1, CV_FILLED, 8, cvPoint(0, 0)); FContours := FContours.h_next; // Переходим к следующему контуру end; cvClearMemStorage(storage); SetLength(Rects, 0); FContours := nil; cvFindContours(ThresholdImage.IpImage, storage, @FContours, SizeOf(TCvContour), CV_RETR_LIST, CV_CHAIN_APPROX_NONE, cvPoint(0, 0)); if Assigned(FContours) then begin c := FContours; i := 0; while (c <> nil) do begin SetLength(Rects, i + 1); if CalcRectType = mdBoundingRect then begin Rect := cvBoundingRect(c, 0); Rects[i] := ocvRect(Rect.X, Rect.Y, Rect.X + Rect.Width, Rect.Y + Rect.height); end else if CalcRectType = mdMinAreaRect then begin Rect2d := cvMinAreaRect2(c); Rects[i] := ocvRect(Round(Rect2d.Center.X - Rect2d.Size.Width / 2), Round(Rect2d.Center.Y - Rect2d.Size.height / 2), Round(Rect2d.Center.X + Rect2d.Size.Width / 2), Round(Rect2d.Center.Y + Rect2d.Size.height / 2)); end; if DrawMotionRect.Enabled then begin GetRGBValue(DrawMotionRect.Color, r, g, b); cvRectangle(Destanation.IpImage, cvPoint(Rects[i].Left, Rects[i].Top), cvPoint(Rects[i].Right, Rects[i].Bottom), CV_RGB(r, g, b), DrawMotionRect.Thickness, cLineType[DrawMotionRect.LineType], DrawMotionRect.Shift); end; Inc(i); c := c.h_next; end; end; if Assigned(OnMotion) and ((not NotifyOnlyWhenFound) or (Length(Rects) > 0)) then OnMotion(Self, Destanation, Rects); finally cvReleaseMemStorage(storage); end; end; FPrevFrame := CurrentGrayImage; Result := True; end; function TocvMotionDetect.GetPropertiesClass: TocvImageOperationClass; begin if not Assigned(FOperation) then Result := TocvThresholdOperation else Result := inherited; end; { TocvCustomImageOperationWithNestedOperation } constructor TocvCustomImageOperationWithNestedOperation.Create(AOwner: TPersistent); begin inherited; CS := TCriticalSection.Create; end; procedure TocvCustomImageOperationWithNestedOperation.CreateProperties; begin FOperation := FOperationClass.Create(Self); end; function TocvCustomImageOperationWithNestedOperation.GetProperties: TocvCustomImageOperation; begin if not Assigned(FOperation) then FOperation := OperationClass.Create(Self); Result := FOperation; end; function TocvCustomImageOperationWithNestedOperation.GetPropertiesClass: TocvImageOperationClass; begin if Assigned(FOperation) then Result := TocvImageOperationClass(FOperation.ClassType) else Result := TocvNoneOperation; end; destructor TocvCustomImageOperationWithNestedOperation.Destroy; begin CS.Free; DestroyProperties; inherited; end; procedure TocvCustomImageOperationWithNestedOperation.DestroyProperties; begin if Assigned(FOperation) then FreeAndNil(FOperation); end; function TocvCustomImageOperationWithNestedOperation.GetPropertiesClassName: string; begin Result := Operation.ClassName; end; procedure TocvCustomImageOperationWithNestedOperation.RecreateProperties; begin DestroyProperties; CreateProperties; end; procedure TocvCustomImageOperationWithNestedOperation.SetProperties(const Value: TocvCustomImageOperation); begin if (FOperation <> nil) and (Value <> nil) then FOperation.Assign(Value); end; procedure TocvCustomImageOperationWithNestedOperation.SetPropertiesClass(Value: TocvImageOperationClass); begin if FOperationClass <> Value then begin FOperationClass := Value; RecreateProperties; end; end; procedure TocvCustomImageOperationWithNestedOperation.SetPropertiesClassName(const Value: string); begin OperationClass := TocvImageOperationClass(GetRegisteredImageOperations.FindByClassName(Value)); end; function TocvCustomImageOperationWithNestedOperation.LockTransform: Boolean; begin Result := CS.TryEnter; end; procedure TocvCustomImageOperationWithNestedOperation.UnlockTransform; begin CS.Leave; end; { TocvRectPersistent } procedure TocvRect32i.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvRect32i then begin FRight := (Dest as TocvRect32i).FRight; FBottom := (Dest as TocvRect32i).FBottom; FTop := (Dest as TocvRect32i).FTop; FLeft := (Dest as TocvRect32i).FLeft; end; end; function TocvRect32i.GetCvRect: TCvRect; begin Result := ocv.core.types_c.cvRect(Left, Top, Width, height); end; function TocvRect32i.GetHeight: Integer; begin Result := Bottom - Top; end; function TocvRect32i.GetOcvRect: TocvRect; begin Result := ocv.comp.Types.ocvRect(Left, Top, Right, Bottom); end; function TocvRect32i.GetWidth: Integer; begin Result := Right - Left; end; procedure TocvRect32i.SetCvRect(const Value: TCvRect); begin Left := Value.X; Top := Value.Y; Width := Value.Width; height := Value.height; end; procedure TocvRect32i.SetHeight(const Value: Integer); begin Bottom := Top + Value; end; procedure TocvRect32i.SetOcvRect(const Value: TocvRect); begin FLeft := Value.Left; FTop := Value.Top; FRight := Value.Right; FBottom := Value.Bottom; end; procedure TocvRect32i.SetWidth(const Value: Integer); begin FRight := FLeft + Value; end; { TocvCropOperation } constructor TocvCropOperation.Create(AOwner: TPersistent); begin inherited; FCropRect := TocvRect32i.Create; end; destructor TocvCropOperation.Destroy; begin FCropRect.Free; inherited; end; function TocvCropOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin {$IFDEF DELPHIXE2_UP} if FCropRect.ocvRect.IsEmpty then {$ELSE} if IsRectEmpty(FCropRect.ocvRect) then {$ENDIF} Destanation := Source else Destanation := Source.Crop(FCropRect.cvRect); Result := True; end; { TocvImageOperationCollection } function TocvImageOperationCollection.Transform(const Source: IocvImage; out Destanation: IocvImage): Boolean; function iif(const index: Integer): TObject; begin if (index < 0) or (index >= Count) then Result := nil else Result := (Items[index] as TocvImageOperationCollectionItem).Operation; end; Var i: Integer; ContinueTransform: Boolean; begin Destanation := Source; ContinueTransform := True; Result := True; for i := 0 to Count - 1 do begin if Assigned(FOnBeforeEachOperation) then FOnBeforeEachOperation(iif(i - 1), iif(i), iif(i + 1), Destanation, ContinueTransform); if not ContinueTransform then Break; Result := (Items[i] as TocvImageOperationCollectionItem).DoTransform(Destanation.Clone, Destanation); if not Result then Break; if Assigned(FOnAfterEachOperation) then begin FOnAfterEachOperation(iif(i - 1), iif(i), iif(i + 1), Destanation, ContinueTransform); if not ContinueTransform then Break; end; end; end; { TocvAddWeightedOperation } constructor TocvCommonMathOperation.Create(AOwner: TPersistent); begin inherited; FTransformInterpolation := INTER_CUBIC; end; procedure TocvCommonMathOperation.DoGetMaskImage(var Image: IocvImage); begin Image := nil; if Assigned(FOnGetMaskImage) then FOnGetMaskImage(Self, Image); end; procedure TocvCommonMathOperation.DoGetSourceImage(var Image: IocvImage); begin FCriticalSection.Enter; try Image := FSrource2Image; finally UnlockTransform; end; if Assigned(FOnGetImage) then FOnGetImage(Self, Image); end; procedure TocvCommonMathOperation.GetImagesForTransorm(out Source1: IocvImage; out Source2, Mask: IocvImage); Var s1, s2, M: IocvImage; begin Source1 := VideoSource.Image; DoGetSourceImage(s2); DoGetMaskImage(M); if Assigned(s2) and ((s1.Width <> s2.Width) or (s1.height <> s2.height)) then begin Source2 := s1.Same; cvResize(s2.IpImage, Source2.IpImage, Integer(TransformInterpolation)); end else Source2 := s2; if Assigned(M) and ((s1.Width <> M.Width) or (s1.height <> M.height)) then begin Mask := s1.Same; cvResize(M.IpImage, Mask.IpImage, Integer(TransformInterpolation)); end else Mask := M; end; procedure TocvCommonMathOperation.SetVideoSource_Source2(const Value: IocvDataSource); begin if FocvVideoSource <> Value then begin if Assigned(FocvVideoSource) then FocvVideoSource.RemoveReceiver(Self); FocvVideoSource := Value; if Assigned(FocvVideoSource) then FocvVideoSource.AddReceiver(Self); end; end; procedure TocvCommonMathOperation.SetVideoSource(const Value: TObject); begin VideoSource := Value as TocvDataSource; end; procedure TocvCommonMathOperation.TakeImage(const IplImage: IocvImage); begin if LockTransform then try FSrource2Image := IplImage; finally UnlockTransform; end; end; { TocvWarpAffine } procedure TocvWarpPerspective.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvWarpPerspective then begin FMethod := (Dest as TocvWarpPerspective).FMethod; FWarpingFlag := (Dest as TocvWarpPerspective).FWarpingFlag; FFillColor := (Dest as TocvWarpPerspective).FFillColor; FSourceQuad.AssignTo((Dest as TocvWarpPerspective).FSourceQuad); FDestQuad.AssignTo((Dest as TocvWarpPerspective).FDestQuad); end; end; constructor TocvWarpPerspective.Create(AOwner: TPersistent); begin inherited; FSourceQuad := TocvQuad.Create; FDestQuad := TocvQuad.Create; Method := INTER_LINEAR; WarpingFlag := [WARP_FILL_OUTLIERS]; FullSourceImage := True; FFillColor := clBlack; end; destructor TocvWarpPerspective.Destroy; begin FSourceQuad.Free; FDestQuad.Free; inherited; end; function TocvWarpPerspective.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var dst: pIplImage; srcQuad, dstQuad: TocvQuad.TCvPoint2D32fArray; warp_matrix: pCvMat; begin if DestQuad.ShaIsConvexQuadrangle then begin if FullSourceImage or (not SourceQuad.ShaIsConvexQuadrangle) then begin srcQuad[0].X := 0; // src Top left srcQuad[0].Y := 0; srcQuad[1].X := Source.Width - 1; // src Top right srcQuad[1].Y := 0; srcQuad[2].X := 0; // src Bottom left srcQuad[2].Y := Source.height - 1; srcQuad[3].X := Source.Width - 1; // src Bot right srcQuad[3].Y := Source.height - 1; end else srcQuad := SourceQuad.cvQuad; dstQuad := DestQuad.cvQuad; warp_matrix := cvCreateMat(3, 3, CV_32FC1); dst := cvCloneImage(Source.IpImage); cvGetPerspectiveTransform(@srcQuad, @dstQuad, warp_matrix); cvWarpPerspective(Source.IpImage, dst, warp_matrix, CV_INTER_LINEAR or CV_WARP_FILL_OUTLIERS, ColorToCvRGB(FillColor)); Destanation := TocvImage.Create(dst); end else Destanation := Source; Result := True; end; { TocvAddWeightedOperation } constructor TocvAddWeightedOperation.Create(AOwner: TPersistent); begin inherited; Alpha := 0.5; Beta := 0.5; Gamma := 0; end; function TocvAddWeightedOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var s1, s2, M: IocvImage; begin GetImagesForTransorm(s1, s2, M); try Destanation := s1.Same; // Источники должны иметь один размер или ROI cvAddWeighted(s1.IpImage, Alpha, s2.IpImage, Beta, Gamma, Destanation.IpImage); Result := True; except Destanation := Source; Result := False; end; end; { TocvQuad } procedure TocvQuad.AssignTo(Dest: TPersistent); Var i: Integer; begin inherited; if Dest is TocvQuad then for i := 0 to 3 do FPoints[i].AssignTo((Dest as TocvQuad).FPoints[i]); end; constructor TocvQuad.Create; Var i: Integer; begin inherited; for i := 0 to 3 do FPoints[i] := TocvPoint2D32f.Create; end; destructor TocvQuad.Destroy; Var i: Integer; begin for i := 0 to 3 do FPoints[i].Free; inherited; end; function TocvQuad.GetCvQuad: TCvPoint2D32fArray; Var i: Integer; begin for i := 0 to 3 do begin Result[i].X := FPoints[i].X; Result[i].Y := FPoints[i].Y; end; end; function TocvQuad.GetPoints(const index: Integer): TocvPoint2D32f; begin if (index >= 0) and (index < 4) then Result := FPoints[index] else Result := nil; end; function TocvQuad.ShaIsConvexQuadrangle: Boolean; begin Result := True; // --------------------------------- // Procedure GetVector(const i: byte; var P: TCvPoint2D32f); // begin // P.X := FPoints[(i + 1) and 3].X - FPoints[i and 3].X; // P.Y := FPoints[(i + 1) and 3].Y - FPoints[i and 3].Y; // end; // // Var // Q: Boolean; // v1, v2: TCvPoint2D32f; // T, Z, P: Double; // i: Integer; // begin // GetVector(3, v1); // GetVector(0, v2); // T := v1.X * v2.Y - v2.X * v1.Y; // Z := Sign(T); // P := 1.0; // i := 0; // Q := True; // while (Q and (i < 4)) do // begin // GetVector(i, v1); // GetVector(i + 1, v2); // T := v1.X * v2.Y - v2.X * v1.Y; // P := P * Z * Sign(T); // if (P < 0) then // Q := False; // Inc(i); // end; // Result := Q; // --------------------------------- // --------------------------------- // function ShaIsSameDirection(const t0, t1, t2: TocvPoint2D32f; var dir: Integer): Boolean; // const // MinInt = -1 xor MaxInt; // var // S: Integer; // begin; // S := Trunc((t1.X - t0.X) * (t2.Y - t0.Y) - (t2.X - t0.X) * (t1.Y - t0.Y)); // if S = 0 then // Result := True // else // begin; // S := S or MaxInt; // Result := (S xor dir) <> MinInt; // dir := S; // end; // end; // var // dir: Integer; // begin; // dir := 0; // Result := ShaIsSameDirection(P0, P1, P2, dir) and ShaIsSameDirection(P1, P2, P3, dir) and ShaIsSameDirection(P2, P3, P0, dir) // and ShaIsSameDirection(P3, P0, P1, dir) and (dir <> 0); // --------------------------------- end; procedure TocvQuad.SetPoints(const index: Integer; const Value: TocvPoint2D32f); begin if (index >= 0) and (index < 4) then FPoints[index] := Value; end; { TocvPoint2D32f } procedure TocvPoint2D32f.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvPoint2D32f then begin FX := (Dest as TocvPoint2D32f).FX; FY := (Dest as TocvPoint2D32f).FY; end; end; constructor TocvPoint2D32f.Create(const AX, AY: Single); begin FX := AX; FY := AY; end; { TocvHoughCircles } procedure TocvHoughCircles.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvHoughCircles then begin FHoughTransform := (Dest as TocvHoughCircles).FHoughTransform; end; end; constructor TocvHoughCircles.Create(AOwner: TPersistent); begin inherited; FHoughTransform := HOUGH_GRADIENT; InverseRatio := 1; MinDist := 100; Param1 := 100; Param2 := 100; MinRadius := 0; MaxRadius := 0; FDrawCircle := TocvDrawHoughCircles.Create(Self); NotifyOnlyWhenFound := False; FSmooth := TocvHoughCirclesSmooth.Create; FSmooth.SmoothType := GAUSSIAN; FSmooth.size1 := 5; FSmooth.size2 := 5; FSmooth.sigma1 := 0; FSmooth.sigma2 := 0; end; destructor TocvHoughCircles.Destroy; begin FDrawCircle.Free; FSmooth.Free; inherited; end; function TocvHoughCircles.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; type TFloatArray = array [0 .. 10] of Single; pFloatArray = ^TFloatArray; Var results: pCvSeq; storage: pCvMemStorage; Circles: TocvCircles; i: Integer; p: pFloatArray; D: IocvImage; begin Finalize(Circles); Destanation := Source; try storage := cvCreateMemStorage(0); // results := nil; try if Smooth.Enabled then begin D := Source.Same; cvSmooth(Source.IpImage, D.IpImage, ocvSmoothOperations[Smooth.SmoothType], Smooth.size1, Smooth.size2, Smooth.sigma1, Smooth.sigma2); end else D := Source; results := cvHoughCircles(D.GrayImage.IpImage, storage, Integer(Method), InverseRatio, MinDist, Param1, Param2, MinRadius, MaxRadius); if Assigned(results) then begin SetLength(Circles, results^.total); for i := 0 to results^.total - 1 do begin p := pFloatArray(cvGetSeqElem(results, i)); Circles[i].cX := cvRound(p^[0]); Circles[i].cY := cvRound(p^[1]); Circles[i].Radius := cvRound(p^[2]); if DrawCircle.Enabled then cvCircle(Destanation.IpImage, cvPoint(Circles[i].cX, Circles[i].cY), Circles[i].Radius, DrawCircle.cvColor, DrawCircle.Thickness, DrawCircle.cvLineType, DrawCircle.Shift); end; end; if Assigned(OnCircles) and ((Length(Circles) > 0) or (not NotifyOnlyWhenFound)) then OnCircles(Self, Destanation, Circles); Result := True; finally cvReleaseMemStorage(storage); end; except Result := False; end; end; { TocvHoughLines } procedure TocvHoughLines.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvHoughLines then begin FHoughTransform := (Dest as TocvHoughLines).FHoughTransform end; end; constructor TocvHoughLines.Create(AOwner: TPersistent); begin inherited; FHoughTransform := HOUGH_PROBABILISTIC; Rho := 1; Theta := CV_PI / 180; Param1 := 50; Param2 := 10; Threshold := 50; FCanny := TocvHoughLinesCanny.Create; FDrawLines := TocvDrawHoughLines.Create(Self); NotifyOnlyWhenFound := True; end; destructor TocvHoughLines.Destroy; begin FCanny.Free; FDrawLines.Free; inherited; end; function TocvHoughLines.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var lines: pCvSeq; line: pCvPointArray; storage: pCvMemStorage; SG, D: IocvImage; i: Integer; ocvlines: TocvLines; begin // lines := nil; Finalize(ocvlines); Destanation := Source; try storage := cvCreateMemStorage(0); try SG := Source.GrayImage; D := SG.Same; cvCanny(SG.IpImage, D.IpImage, Canny.Threshold1, Canny.Threshold2, Canny.ApertureSize); lines := cvHoughLines2(D.IpImage, storage, Integer(Method), Rho, Theta, Threshold, Param1, Param2); if Assigned(lines) then begin SetLength(ocvlines, lines^.total); for i := 0 to lines^.total - 1 do begin line := pCvPointArray(cvGetSeqElem(lines, i)); ocvlines[i].S := line^[0]; ocvlines[i].E := line^[1]; if DrawLines.Enabled then cvLine(Destanation.IpImage, line^[0], line^[1], DrawLines.cvColor, DrawLines.Thickness, DrawLines.cvLineType, DrawLines.Shift); end; end; if Assigned(OnLines) and ((Length(ocvlines) > 0) or (not NotifyOnlyWhenFound)) then OnLines(Self, Destanation, ocvlines); Result := True; finally cvReleaseMemStorage(storage); end; except Result := False; end; end; { TocvHoughCirclesSmooth } procedure TocvHoughCirclesSmooth.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvHoughCirclesSmooth then begin FSmoothOperation := (Dest as TocvHoughCirclesSmooth).FSmoothOperation; Fsigma1 := (Dest as TocvHoughCirclesSmooth).Fsigma1; Fsigma2 := (Dest as TocvHoughCirclesSmooth).Fsigma2; Fsize1 := (Dest as TocvHoughCirclesSmooth).Fsize1; Fsize2 := (Dest as TocvHoughCirclesSmooth).Fsize2; FEnabled := (Dest as TocvHoughCirclesSmooth).FEnabled; end; end; constructor TocvHoughCirclesSmooth.Create; begin inherited; FSmoothOperation := GAUSSIAN; Fsigma1 := 0; Fsigma2 := 0; Fsize1 := 5; Fsize2 := 5; FEnabled := True; end; { TocvHoughLinesCanny } procedure TocvHoughLinesCanny.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvHoughLinesCanny then begin FThreshold1 := (Dest as TocvHoughLinesCanny).FThreshold1; FThreshold2 := (Dest as TocvHoughLinesCanny).FThreshold2; FApertureSize := (Dest as TocvHoughLinesCanny).FApertureSize; end; end; constructor TocvHoughLinesCanny.Create; begin inherited; FThreshold1 := 50; FThreshold2 := 200; FApertureSize := 3; end; { TocvInRangeOperation } procedure TocvInRangeSOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvInRangeSOperation then begin FLower := (Dest as TocvInRangeSOperation).FLower; FUpper := (Dest as TocvInRangeSOperation).FUpper; end; end; constructor TocvInRangeSOperation.Create(AOwner: TPersistent); begin inherited; FLower := TocvScalar.Create; FUpper := TocvScalar.Create; end; destructor TocvInRangeSOperation.Destroy; begin FLower.Free; FUpper.Free; inherited; end; function TocvInRangeSOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; begin Result := FLower.CvScalar < FUpper.CvScalar; if Result then begin Destanation := Source.Clone.GrayImage; try cvInRangeS(Source.IpImage, FLower.CvScalar, FUpper.CvScalar, Destanation.IpImage); except Result := False; end; end; end; { TocvScalar } procedure TocvScalar.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvScalar then FCvScalar := (Dest as TocvScalar).FCvScalar; end; function TocvScalar.GetScalar(const index: Integer): Double; begin if (index >= 0) and (index < 4) then Result := FCvScalar.val[index] else Result := 0; end; procedure TocvScalar.SetScalar(const index: Integer; const Value: Double); begin if (index >= 0) and (index < 4) then FCvScalar.val[index] := Value; end; { TocvCvtColorOperation } constructor TocvCvtColorOperation.Create(AOwner: TPersistent); begin inherited; FColorConversion := RGB2GRAY; FDepth := DEPTH_8U; FChannels := 1; // FAutoCalcParams := True; end; function TocvCvtColorOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var iImage: pIplImage; begin // if FAutoCalcParams then // CalculateImageParams(Source); iImage := cvCreateImage(cvGetSize(Source.IpImage), cIPLDepth[Depth], Channels); try cvCvtColor(Source.IpImage, iImage, cColorConversion[ColorConversion]); Destanation := TocvImage.Create(iImage); Result := True; except Destanation := Source; Result := False; end; end; // procedure TocvCvtColorOperation.CalculateImageParams(const Source: IocvImage); // Var // scn, Depth: Integer; // code: Integer; // dcn: Integer; // begin // scn := Source.IpImage^.nChannels; // dcn := scn; // Depth := Source.IpImage^.Depth; // code := CVColorConversion[ColorConversion]; // case code of // CV_BGR2BGRA, CV_RGB2BGRA, CV_BGRA2BGR, CV_RGBA2BGR, CV_RGB2BGR, CV_BGRA2RGBA: // begin // if (code = CV_BGR2BGRA) or (code = CV_RGB2BGRA) or (code = CV_BGRA2RGBA) then // dcn := 4 // else // dcn := 3; // end; // CV_BGR2BGR565, CV_BGR2BGR555, CV_RGB2BGR565, CV_RGB2BGR555, CV_BGRA2BGR565, CV_BGRA2BGR555, CV_RGBA2BGR565, CV_RGBA2BGR555: // begin // Assert((scn = 3) or (scn = 4) and (Depth = IPL_DEPTH_8U)); // end; // CV_BGR5652BGR, CV_BGR5552BGR, CV_BGR5652RGB, CV_BGR5552RGB, CV_BGR5652BGRA, CV_BGR5552BGRA, CV_BGR5652RGBA, CV_BGR5552RGBA: // begin // if (dcn <= 0) then // if (code = CV_BGR5652BGRA) or (code = CV_BGR5552BGRA) or (code = CV_BGR5652RGBA) or (code = CV_BGR5552RGBA) then // dcn := 4 // else // dcn := 3; // Assert((scn = 2) and (Depth = IPL_DEPTH_8U)); // end; // CV_BGR2GRAY, CV_BGRA2GRAY, CV_RGB2GRAY, CV_RGBA2GRAY: // begin // Assert(scn = 3) or (scn = 4); // dcn := 1; // end; // CV_BGR5652GRAY, CV_BGR5552GRAY: // begin // Assert((scn = 2) and (Depth = IPL_DEPTH_8U)); // dcn := 1; // end; // end; // end; { TocvResizeOperation } procedure TocvResizeOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvResizeOperation then FInterpolation := (Dest as TocvResizeOperation).FInterpolation; end; constructor TocvResizeOperation.Create(AOwner: TPersistent); begin inherited; FInterpolation := INTER_LINEAR; end; function TocvResizeOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var D: pIplImage; begin Destanation := Source; Result := False; if (DestWidth <> 0) and (DestHeight <> 0) then try D := cvCreateImage(cvSize(DestWidth, DestHeight), Source.IpImage^.Depth, Source.IpImage^.nChannels); cvResize(Source.IpImage, D, Integer(Interpolation)); Destanation := TocvImage.Create(D); Result := True; except end; end; { TocvMathLogicOperation } procedure TocvLogicOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvLogicOperation then FOperation := (Dest as TocvLogicOperation).FOperation; end; constructor TocvLogicOperation.Create(AOwner: TPersistent); begin inherited; FOperation := ioAdd; end; function TocvLogicOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var s1, s2, M: IocvImage; _m: pIplImage; begin GetImagesForTransorm(s1, s2, M); try Destanation := s1.Same; if Assigned(M) then _m := M.IpImage else _m := nil; case Operation of ioAdd: cvAdd(s1.IpImage, s2.IpImage, Destanation.IpImage, _m); ioSub: cvSub(s1.IpImage, s2.IpImage, Destanation.IpImage, _m); ioAnd: cvAnd(s1.IpImage, s2.IpImage, Destanation.IpImage, _m); ioOr: cvOr(s1.IpImage, s2.IpImage, Destanation.IpImage, _m); ioXor: cvXor(s1.IpImage, s2.IpImage, Destanation.IpImage, _m); end; Result := True; except Destanation := Source; Result := False; end; end; { TocvLogicSOperation } procedure TocvLogicSOperation.AssignTo(Dest: TPersistent); begin inherited; if Dest is TocvLogicSOperation then FOperation := (Dest as TocvLogicSOperation).FOperation; end; constructor TocvLogicSOperation.Create(AOwner: TPersistent); begin inherited; FValue := TocvScalar.Create; FOperation := ioAddS; end; destructor TocvLogicSOperation.Destroy; begin FValue.Free; inherited; end; function TocvLogicSOperation.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var s1, s2, M: IocvImage; _m: pIplImage; begin GetImagesForTransorm(s1, s2, M); try Destanation := s1.Same; if Assigned(M) then _m := M.IpImage else _m := nil; case Operation of ioAddS: cvAddS(s1.IpImage, Value.CvScalar, Destanation.IpImage, _m); ioSubS: cvSubS(s1.IpImage, Value.CvScalar, Destanation.IpImage, _m); ioSubRS: cvSubRS(s1.IpImage, Value.CvScalar, Destanation.IpImage, _m); ioXorS: cvXorS(s1.IpImage, Value.CvScalar, Destanation.IpImage, _m); end; Result := True; except Destanation := Source; Result := False; end; end; { TocvEditor } constructor TocvEditor.Create(AOwner: TPersistent); begin inherited; FStep := 10; FEditorOperation := eopNone; end; destructor TocvEditor.Destroy; begin inherited; end; function TocvEditor.DoTransform(const Source: IocvImage; out Destanation: IocvImage): Boolean; Var iImage: pIplImage; begin try case EditorOperation of eopNone: begin Destanation := Source; Exit(True); end; eopSature: Sature(Step, Source.IpImage, iImage); eopExpo: Expo(Step, Source.IpImage, iImage); eopHue: Hue(Step, Source.IpImage, iImage); eopTemperature: Temperature(Step, Source.IpImage, iImage); eopWhite: white(Step, Source.IpImage, iImage); eopShadow: Shadow(Step, Source.IpImage, iImage); eopContrast: Contrast(Step, Source.IpImage, iImage); eopClarity: Clarity(Step, Source.IpImage, iImage); end; Destanation := TocvImage.Create(iImage); Result := True; except Destanation := Source; Result := False; end; end; initialization GetRegisteredImageOperations.RegisterIOClass(TocvNoneOperation, 'None'); GetRegisteredImageOperations.RegisterIOClass(TocvGrayScaleOperation, 'GrayScale'); GetRegisteredImageOperations.RegisterIOClass(TocvCannyOperation, 'Canny'); GetRegisteredImageOperations.RegisterIOClass(TocvSmoothOperation, 'Smooth'); GetRegisteredImageOperations.RegisterIOClass(TocvErodeOperation, 'Erode'); GetRegisteredImageOperations.RegisterIOClass(TocvDilateOperation, 'Dilate'); GetRegisteredImageOperations.RegisterIOClass(TocvLaplaceOperation, 'Laplace'); GetRegisteredImageOperations.RegisterIOClass(TocvSobelOperation, 'Sobel'); GetRegisteredImageOperations.RegisterIOClass(TocvThresholdOperation, 'Threshold'); GetRegisteredImageOperations.RegisterIOClass(TocvAdaptiveThresholdOperation, 'AdaptiveThreshold'); GetRegisteredImageOperations.RegisterIOClass(TocvContoursOperation, 'Contours'); GetRegisteredImageOperations.RegisterIOClass(TocvRotateOperation, 'Rotate'); GetRegisteredImageOperations.RegisterIOClass(TocvAbsDiff, 'AbsDiff'); GetRegisteredImageOperations.RegisterIOClass(TocvHaarCascade, 'HaarCascade'); GetRegisteredImageOperations.RegisterIOClass(TocvMatchTemplate, 'MatchTemplate'); GetRegisteredImageOperations.RegisterIOClass(TocvMotionDetect, 'MotionDetect'); GetRegisteredImageOperations.RegisterIOClass(TocvCropOperation, 'Crop'); GetRegisteredImageOperations.RegisterIOClass(TocvAddWeightedOperation, 'AddWeighted'); GetRegisteredImageOperations.RegisterIOClass(TocvWarpPerspective, 'WarpPerspective'); GetRegisteredImageOperations.RegisterIOClass(TocvHoughCircles, 'HoughCircles'); GetRegisteredImageOperations.RegisterIOClass(TocvHoughLines, 'HoughLines'); GetRegisteredImageOperations.RegisterIOClass(TocvInRangeSOperation, 'InRangeS'); GetRegisteredImageOperations.RegisterIOClass(TocvCvtColorOperation, 'ColorOperation'); GetRegisteredImageOperations.RegisterIOClass(TocvResizeOperation, 'Resize'); GetRegisteredImageOperations.RegisterIOClass(TocvLogicOperation, 'Logic'); GetRegisteredImageOperations.RegisterIOClass(TocvLogicSOperation, 'LogicS'); GetRegisteredImageOperations.RegisterIOClass(TocvEditor, 'Editor'); finalization if Assigned(_RegisteredImageOperations) then FreeAndNil(_RegisteredImageOperations); end.