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colourshape.cc
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colourshape.cc
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// Example : example of colour / shape extraction
// usage: prog <video_name>
// Author : Toby Breckon, [email protected]
// Copyright (c) 2008 School of Engineering, Cranfield University
// License : TBA
#include "cv.h" // open cv general include file
#include "highgui.h" // open cv GUI include file
#include <stdio.h>
#include <algorithm> // contains max() function (amongst others)
using namespace cv; // use c++ namespace so the timing stuff works consistently
using namespace std;
/******************************************************************************/
// setup the camera index properly based on OS platform
// 0 in linux gives first camera for v4l
//-1 in windows gives first device or user dialog selection
#ifdef linux
#define CAMERA_INDEX 0
#else
#define CAMERA_INDEX -1
#endif
/******************************************************************************/
int main( int argc, char** argv )
{
IplImage* img = NULL; // image object
CvCapture* capture = NULL; // capture object
char const * windowNameHSV = "Colour Information"; // window name
char const * windowNameCanny = "Shape Information"; // window name
IplImage* HSV = NULL;
IplImage* singleChannelH = NULL;
IplImage* singleChannelPlain = NULL;
IplImage* cannyImg = NULL;
IplImage* dst = NULL;
int cannyLower = 100;
int cannyUpper = 180;
bool keepProcessing = true; // loop control flag
char key = '\0'; // user input
int EVENT_LOOP_DELAY = 40; // 40 ms equates to 1000ms/25fps = 40ms per frame
// if command line arguments are provided try to read image/video_name
// otherwise default to capture from attached H/W camera
if(
( argc == 2 && (img = cvLoadImage( argv[1], 1)) != 0 ) ||
( argc == 2 && (capture = cvCreateFileCapture( argv[1] )) != 0 ) ||
( argc != 2 && (capture = cvCreateCameraCapture( CAMERA_INDEX )) != 0 )
)
{
// create window object (use flag=0 to allow resize, 1 to auto fix size)
cvNamedWindow(windowNameHSV, 1);
cvNamedWindow(windowNameCanny, 1);
cvResizeWindow(windowNameHSV, 640, 480);
cvResizeWindow(windowNameCanny, 640, 480);
cvMoveWindow(windowNameHSV, 0, 100);
cvMoveWindow(windowNameCanny, 500, 20);
//setup trackbars - canny edge detection
cvCreateTrackbar("Lower", windowNameCanny, &cannyLower, 255, NULL);
cvCreateTrackbar("Upper", windowNameCanny, &cannyUpper, 255, NULL);
// if capture object in use (i.e. video/camera)
// get initial image from capture object
if (capture) {
// cvQueryFrame s just a combination of cvGrabFrame
// and cvRetrieveFrame in one call.
img = cvQueryFrame(capture);
if(!img){
if (argc == 2){
printf("End of video file reached\n");
} else {
printf("ERROR: cannot get next fram from camera\n");
}
exit(0);
}
}
// setup output image - RGB assumed
HSV = cvCloneImage(img);
dst = cvCloneImage(img);
singleChannelH = cvCreateImage(cvSize(img->width,img->height), IPL_DEPTH_8U, 1);
singleChannelH->origin = img->origin;
singleChannelPlain = cvCreateImage(cvSize(img->width,img->height), IPL_DEPTH_8U, 1);
singleChannelPlain->origin = img->origin;
cannyImg = cvCreateImage(cvSize(img->width,img->height), IPL_DEPTH_8U, 1);
cannyImg->origin = img->origin;
cvSet(singleChannelPlain, cvScalar(255));
CvMemStorage* storage = cvCreateMemStorage(0);
CvSeq* contours = 0;
CvSeq* current_contour;
// start main loop
while (keepProcessing) {
int64 timeStart = getTickCount(); // get time at start of loop
// if capture object in use (i.e. video/camera)
// get image from capture object
if (capture) {
// cvQueryFrame is just a combination of cvGrabFrame
// and cvRetrieveFrame in one call.
img = cvQueryFrame(capture);
// cvQueryFrame s just a combination of cvGrabFrame
// and cvRetrieveFrame in one call.
if(!img){
if (argc == 2){
printf("End of video file reached\n");
} else {
printf("ERROR: cannot get next frame from camera\n");
}
exit(0);
}
}
// convert to HSV and extract the HUE as primary wavelength
cvCvtColor(img, HSV, CV_BGR2HSV);
cvSetImageCOI(HSV, 1); // channel 1, 0 means all channels
cvCopy(HSV, singleChannelH);
// do histogram equalisation (makes it look more impressive)
cvEqualizeHist(singleChannelH, singleChannelH);
// put it all back together in RGB
cvMerge(singleChannelH, singleChannelPlain, singleChannelPlain, NULL, HSV);
cvCvtColor(HSV, HSV, CV_HSV2BGR);
// do canny to get the shape (re-use single channel mem. space)
cvCvtColor(img, singleChannelH, CV_BGR2GRAY);
cvCanny(singleChannelH, cannyImg, cannyLower, cannyUpper, 3);
// find the contours
cvFindContours( cannyImg, storage,
&contours, sizeof(CvContour), CV_RETR_EXTERNAL, CV_CHAIN_APPROX_SIMPLE );
// draw the contours in the output image
cvZero(dst);
for(current_contour = contours; current_contour != 0;
current_contour = current_contour->h_next)
{
cvDrawContours( dst, current_contour, CV_RGB( 0, 255, 0 ),
CV_RGB( 0, 255, 0 ), -1, 1, 8, cvPoint(0,0) );
}
if (contours != NULL){
cvClearSeq(contours);
}
// display image in window
cvShowImage( windowNameHSV, HSV );
cvShowImage( windowNameCanny, dst );
// start event processing loop (very important,in fact essential for GUI)
// here we take account of processing time for the loop by subtracting the time
// taken in ms. from this (1000ms/25fps = 40ms per frame) value whilst ensuring
// we get a +ve wait time
key = cvWaitKey((int) std::max(2.0, EVENT_LOOP_DELAY -
(((getTickCount() - timeStart) / getTickFrequency()) * 1000)));;
if (key == 'x'){
// if user presses "x" then exit
printf("Keyboard exit requested : exiting now - bye!\n");
keepProcessing = false;
}
}
// destroy window objects
// (triggered by event loop *only* window is closed)
cvDestroyAllWindows();
// destroy image object (if it does not originate from a capture object)
if (!capture){
cvReleaseImage( &img );
}
// all OK : main returns 0
return 0;
}
// not OK : main returns -1
return -1;
}
/******************************************************************************/