Delphi-OpenCV/samples/MultiDemo/mmdt/mmdt.dpr

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//*****************************************************************
// 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.
// ***************************************************************
// Original file:
// http://vidikon.com/download/multimd.zip
// http://blog.vidikon.com/?p=447
// *************************************************************** *)
program mmdt;
{$APPTYPE CONSOLE}
{$POINTERMATH ON}
{$R *.res}
uses
Winapi.Windows,
System.SysUtils,
System.Generics.Collections,
ocv.highgui_c,
ocv.core_c,
ocv.core.types_c,
ocv.imgproc_c,
ocv.imgproc.types_c,
ocv.tracking_c;
const
MAX_CAMERA = 10;
_MAX_TEXT = 100;
MAX_JPG_CAM = 100000;
CLOCKS_PER_SEC = 1000;
var
all_camera: Integer = 0;
capture: array [0 .. MAX_CAMERA - 1] of pCvCapture;
allcam: Integer;
threadvar
// thread
NumMultiThread: Integer;
var
UnloadCapture, WindowCapture: array [0 .. MAX_CAMERA - 1] of Integer;
MHI_DURATION: double = 1;
MAX_TIME_DELTA: double = 0.5;
MIN_TIME_DELTA: double = 0.05;
// number of cyclic frame buffer used for motion detection
// (should, probably, depend on FPS)
N: Integer = 4;
// ring image buffer
buf: array [0 .. MAX_CAMERA - 1] of ppIplImage;
last: array [0 .. MAX_CAMERA - 1] of Integer;
// temporary images
mhi: array [0 .. MAX_CAMERA - 1] of pIplImage; // MHI
orient: array [0 .. MAX_CAMERA - 1] of pIplImage; // orientation
mask: array [0 .. MAX_CAMERA - 1] of pIplImage; // valid orientation mask
segmask: array [0 .. MAX_CAMERA - 1] of pIplImage; // motion segmentation map
storage: array [0 .. MAX_CAMERA - 1] of pCvMemStorage; // temporary storage
MINMSEC, MAXMSEC: Integer;
PATHJPG: AnsiString;
OUTJPG: Integer;
PATHAVI: AnsiString;
OUTAVI: Integer;
PATHLOG: AnsiString;
OUTLOG: Integer;
WriteCam: array [0 .. MAX_CAMERA - 1] of Integer;
ww: Integer = 0;
i: Integer;
lpT: DWORD;
h: tHANDLE;
str: String; // [21];
k: Integer = 0;
// parameters:
// img - input video frame
// dst - resultant motion picture
// args - optional parameters
// camera - num camera
function update_mhi(img: pIplImage; dst: pIplImage; diff_threshold, camera: Integer): Integer;
Var
timestamp: double; // get current time in seconds
size: TCvSize; // get current frame size
i, idx1, idx2: Integer;
silh: pIplImage;
seq: pCvSeq;
comp_rect: TCvRect;
count, angle: double;
center: TCvPoint;
magnitude: double;
color: TCvScalar;
cv1, cv2: TCvPoint;
DetectZone: Integer;
jj, i1, j1, xx, yy: Integer;
begin
timestamp := GetTickCount / CLOCKS_PER_SEC; // get current time in seconds
size := CvSize(img^.width, img^.height); // get current frame size
idx1 := last[camera];
DetectZone := 0;
// allocate images at the beginning or
// reallocate them if the frame size is changed
if not Assigned(mhi[camera]) or (mhi[camera].width <> size.width) or (mhi[camera].height <> size.height) then
begin
if (buf[camera] = nil) then
buf[camera] := AllocMem(N * sizeof(pIplImage));
for i := 0 to N - 1 do
begin
cvReleaseImage(buf[camera][i]);
buf[camera][i] := cvCreateImage(size, IPL_DEPTH_8U, 1);
cvZero(buf[camera][i]);
end;
cvReleaseImage(mhi[camera]);
cvReleaseImage(orient[camera]);
cvReleaseImage(segmask[camera]);
cvReleaseImage(mask[camera]);
mhi[camera] := cvCreateImage(size, IPL_DEPTH_32F, 1);
cvZero(mhi[camera]); // clear MHI at the beginning
orient[camera] := cvCreateImage(size, IPL_DEPTH_32F, 1);
segmask[camera] := cvCreateImage(size, IPL_DEPTH_32F, 1);
mask[camera] := cvCreateImage(size, IPL_DEPTH_8U, 1);
end;
cvCvtColor(img, buf[camera][last[camera]], CV_BGR2GRAY); // convert frame to grayscale
idx2 := (last[camera] + 1) mod N; // index of (last - (N-1))th frame
last[camera] := idx2;
silh := buf[camera][idx2];
cvAbsDiff(buf[camera][idx1], buf[camera][idx2], silh); // get difference between frames
cvThreshold(silh, silh, diff_threshold, 1, CV_THRESH_BINARY); // and threshold it
cvUpdateMotionHistory(silh, mhi[camera], timestamp, MHI_DURATION); // update MHI
// convert MHI to blue 8u image
cvCvtScale(mhi[camera], mask[camera], 255. / MHI_DURATION, (MHI_DURATION - timestamp) * 255. / MHI_DURATION);
cvZero(dst);
// cvCvtPlaneToPix( mask[camera], 0, 0, 0, dst );
cvMerge(mask[camera], 0, 0, 0, dst);
// calculate motion gradient orientation and valid orientation mask
cvCalcMotionGradient(mhi[camera], mask[camera], orient[camera], MAX_TIME_DELTA, MIN_TIME_DELTA, 3);
if not Assigned(storage[camera]) then
storage[camera] := cvCreateMemStorage(0)
else
cvClearMemStorage(storage[camera]);
// segment motion: get sequence of motion components
// segmask is marked motion components map. It is not used further
seq := cvSegmentMotion(mhi[camera], segmask[camera], storage[camera], timestamp, MAX_TIME_DELTA);
// iterate through the motion components,
// One more iteration (i = -1) corresponds to the whole image (global motion)
// uchar* ptr;
// ptr := (uchar*) (dst^.imageData );
jj := 0;
for i := -1 to seq^.total - 1 do
begin
if (i < 0) then
begin // case of the whole image
comp_rect := CvRect(0, 0, size.width, size.height);
color := CV_RGB(255, 255, 255);
magnitude := 100;
end
else
begin // i-th motion component
comp_rect := pCvConnectedComp(cvGetSeqElem(seq, i))^.rect;
if (comp_rect.width + comp_rect.height < 50) then // reject very small components
continue;
color := CV_RGB(255, 0, 0);
magnitude := 30;
end;
if (i = -1) then
continue;
Inc(jj);
Inc(DetectZone);
// select component ROI
cvSetImageROI(silh, comp_rect);
cvSetImageROI(mhi[camera], comp_rect);
cvSetImageROI(orient[camera], comp_rect);
cvSetImageROI(mask[camera], comp_rect);
// calculate orientation
angle := cvCalcGlobalOrientation(orient[camera], mask[camera], mhi[camera], timestamp, MHI_DURATION);
angle := 360.0 - angle; // adjust for images with top-left origin
count := cvNorm(silh, 0, CV_L1, 0); // calculate number of points within silhouette ROI
cvResetImageROI(mhi[camera]);
cvResetImageROI(orient[camera]);
cvResetImageROI(mask[camera]);
cvResetImageROI(silh);
// check for the case of little motion
if (count < comp_rect.width * comp_rect.height * 0.05) then
continue;
// draw a clock with arrow indicating the direction
center := CvPoint((comp_rect.x + comp_rect.width div 2), (comp_rect.y + comp_rect.height div 2));
cvCircle(dst, center, cvRound(magnitude * 1.2), color, 3, CV_AA, 0);
cvLine(dst, center, CvPoint(cvRound(center.x + magnitude * cos(angle * CV_PI / 180)),
cvRound(center.y - magnitude * sin(angle * CV_PI / 180))), color, 3, CV_AA, 0);
xx := comp_rect.width;
if (xx > comp_rect.height) then
xx := comp_rect.height;
cv1.x := comp_rect.x;
cv1.y := comp_rect.y;
cv2.x := comp_rect.x + comp_rect.width;
cv2.y := comp_rect.y + comp_rect.height;
cvRectangle(img, cv1, cv2, color, 3, CV_AA, 0);
cvLine(img, center, CvPoint(cvRound(center.x + (xx / 2) * cos(angle * CV_PI / 180)),
cvRound(center.y - (xx / 2) * sin(angle * CV_PI / 180))), color, 5, CV_AA, 0);
end;
Result := DetectZone;
end;
function MultiThread(lpParameter: LPVOID): DWORD; stdcall;
Var
localNumMultiThread: Integer;
localWindowCapture: Integer;
JPG_CAM: Integer;
motion: pIplImage;
image1: pIplImage;
// buf3: String;
buf1, buf2, buf: AnsiString;
cadr: Longint;
detect: Integer;
detect1: Integer;
waitkey: Integer;
cvVideoWriter: pCvVideoWriter;
logpolar_frame: pIplImage;
image: pIplImage;
F: TextFile;
ii: LONG;
begin
localNumMultiThread := pInteger(lpParameter)^;
localWindowCapture := WindowCapture[localNumMultiThread];
JPG_CAM := 0;
capture[localNumMultiThread] := cvCreateCameraCapture(localNumMultiThread);
// Work with camera
if Assigned(capture[localNumMultiThread]) then
begin
motion := nil;
image1 := nil;
cadr := 0;
if (OUTLOG <> 0) then
begin
buf1 := PATHLOG + Format('cam%d.log', [localNumMultiThread]);
AssignFile(F, buf1);
Rewrite(F);
end;
buf := Format('Camera #%d', [localNumMultiThread]);
cvNamedWindow(pCvChar(@buf[1]), 1);
detect := 0;
waitkey := MINMSEC;
// Create avi file
cvVideoWriter := nil;
while True do
begin
if not Assigned(capture[localNumMultiThread]) then
break;
image := cvQueryFrame(capture[localNumMultiThread]);
if not Assigned(image) then
break;
if not Assigned(motion) then
begin
motion := cvCreateImage(CvSize(image^.width, image^.height), 8, 3);
cvZero(motion);
motion^.origin := image^.origin;
end;
if not Assigned(image1) then
begin
image1 := cvCreateImage(CvSize(image^.width, image^.height), 8, 3);
cvZero(image1);
image1^.origin := image1^.origin;
end;
cvCopy(image, image1);
if (OUTAVI <> 0) then
begin
if not Assigned(cvVideoWriter) then
begin
buf1 := PATHAVI + Format('cam%d.avi', [localNumMultiThread]);
cvVideoWriter := cvCreateVideoWriter(pCvChar(@buf1[1]), CV_FOURCC('X', 'V', 'I', 'D'), 15,
CvSize(image^.width div 2, image^.height div 2));
logpolar_frame := cvCreateImage(CvSize(image^.width div 2, image^.height div 2), IPL_DEPTH_8U, 3);
cvZero(logpolar_frame);
logpolar_frame^.origin := logpolar_frame^.origin;
// I don't why, but another's not work
// my be cvLogPolar made some different param in IplImage
cvLogPolar(image1, logpolar_frame, cvPoint2D32f(image1^.width div 2, image1^.height div 2), 40,
CV_INTER_LINEAR + CV_WARP_FILL_OUTLIERS);
end;
end;
detect1 := update_mhi(image, motion, 30, localNumMultiThread);
if (detect > 0) then
Dec(detect);
if (detect1 > 0) then
detect := 5;
if (detect > 0) then
waitkey := MINMSEC
else
waitkey := MAXMSEC;
if (localWindowCapture <> WindowCapture[localNumMultiThread]) then
begin
if (localWindowCapture > 0) then
cvDestroyWindow(pCvChar(@buf[1]))
else
cvNamedWindow(pCvChar(@buf[1]), 1);
localWindowCapture := WindowCapture[localNumMultiThread];
end;
if (localWindowCapture <> 0) then
cvShowImage(pCvChar(@buf[1]), image);
if (detect > 0) and (OUTJPG <> 0) then
begin
buf1 := PATHJPG + Format('cam%dn', [localNumMultiThread]);
ii := JPG_CAM + 1;
repeat
buf2 := buf1 + Format('%d.jpg', [ii]);
ii := ii + 1;
until not FileExists(buf2);
cvSaveImage(pCvChar(@buf2[1]), image1);
end;
if (detect > 0) then
begin
if (OUTAVI <> 0) then
begin
if not Assigned(logpolar_frame) then
logpolar_frame := cvCreateImage(CvSize(image1^.width div 2, image1^.height div 2), image1^.depth,
image1^.nChannels);
cvResize(image1, logpolar_frame, 2);
cvWriteFrame(cvVideoWriter, logpolar_frame);
end;
if (OUTLOG <> 0) then
begin
WriteLn(F, Format('cadr #%d', [cadr]));
cadr := cadr + 1;
end;
end;
cvWaitKey(waitkey);
if (UnloadCapture[localNumMultiThread] = 0) then
break;
// printf('%d...',localNumMultiThread);
// WriteCam[localNumMultiThread]:=1;
end;
cvReleaseCapture(capture[localNumMultiThread]);
if (localWindowCapture <> 0) then
cvDestroyWindow(pCvChar(@buf[1]));
cvReleaseVideoWriter(cvVideoWriter);
end;
if (OUTLOG <> 0) then
CloseFile(F);
UnloadCapture[localNumMultiThread] := -1;
Result := 0;
end;
procedure help;
begin
WriteLn;
WriteLn('Commands:');
WriteLn('exit - exit program');
WriteLn('help - this help');
WriteLn('winon - windows on');
WriteLn('winoff - windows off');
end;
begin
try
// Params
allcam := 2;
MINMSEC := 200;
MAXMSEC := 1000;
PATHJPG := 'Result\';
PATHAVI := 'Result\';
PATHLOG := 'Result\';
ww := 1; // WINDOWS ON
OUTJPG := 1; // OUTJPG ON
OUTAVI := 1; // OUTAVI ON
OUTLOG := 0; // OUTLOG ON
// init for detect
FillChar(capture, sizeof(capture), 0);
FillChar(buf, sizeof(capture), 0);
FillChar(last, sizeof(last), 0);
FillChar(mhi, sizeof(mhi), 0);
FillChar(orient, sizeof(orient), 0);
FillChar(mask, sizeof(mask), 0);
FillChar(segmask, sizeof(segmask), 0);
FillChar(storage, sizeof(storage), 0);
FillChar(WriteCam, sizeof(WriteCam), 0);
// Search camera divice
WriteLn('Searching');
for i := 0 to allcam - 1 do
begin
Write('.');
capture[i] := nil;
capture[i] := cvCreateCameraCapture(i);
UnloadCapture[i] := 0;
if not Assigned(capture[i]) then
continue;
UnloadCapture[i] := 1;
// WindowCapture[i] := ww;
Inc(all_camera);
cvReleaseCapture(capture[i]);
end;
WriteLn(#13#10'All camera:=', all_camera);
if (allcam = 0) then
begin
WriteLn('Error with camera! Sorry...');
Sleep(5000);
Halt;
end;
// Create threads for camera
for i := 0 to all_camera - 1 do
begin
if (UnloadCapture[i] = 0) then
continue;
WriteLn('Create thread fo cam # ', i);
NumMultiThread := i;
h := CreateThread(NiL, 0, @MultiThread, @NumMultiThread, 0, lpT);
Sleep(100);
CloseHandle(h);
end;
help;
// Go in to command interpretator
Sleep(1000);
while True do
begin
Write('MMDT# ');
Readln(str);
k := 0;
if (SameText(str, 'exit')) then
break;
if (SameText(str, 'help')) then
help;
if (SameText(str, 'winon')) then
begin
for i := 0 to allcam - 1 do
WindowCapture[i] := 1;
k := 1;
end;
if (SameText(str, 'winoff')) then
begin
for i := 0 to allcam - 1 do
WindowCapture[i] := 0;
k := 1;
end;
if (k = 0) then
WriteLn('Unknown command');
end;
// Delete Captures
if (all_camera > 0) then
for i := 0 to all_camera - 1 do
if Assigned(capture[i]) then
begin
// cvReleaseCapture( &capture[i] );
UnloadCapture[i] := 0;
repeat
Sleep(100);
until (UnloadCapture[i] = -1);
end;
except
on E: Exception do
WriteLn(E.ClassName, ': ', E.Message);
end;
end.