From: Callum Date: Sun, 20 Oct 2013 10:14:41 +0000 (+0800) Subject: added canny edge X-Git-Url: https://git.ucc.asn.au/?a=commitdiff_plain;h=488143a3bcb15df12079bb820772afedde436650;p=matches%2FMCTX3420.git added canny edge --- diff --git a/server/dilatometer.c b/server/dilatometer.c index 34fc89c..5cfca0a 100644 --- a/server/dilatometer.c +++ b/server/dilatometer.c @@ -11,8 +11,18 @@ // test positions static double test_left, test_right; +// Canny Edge algorithm variables +int edgeThresh = 1; +int lowThreshold; +int const max_lowThreshold = 100; +int ratio = 3; +int kernel_size = 3; + /** Buffer for storing image data. Stored as a **/ -static CvMat * g_data = NULL; +static CvMat * g_srcRGB = NULL; // Source Image +static CvMat * g_srcGray = NULL; // Gray scale of source image +static CvMat * g_edges = NULL; // Detected Edges +static CvMat * g_data = NULL; // Image to mask edges onto /** Camera capture pointer **/ @@ -24,8 +34,7 @@ static CvCapture * g_capture = NULL; void Dilatometer_TestImage() { - CvMat *g_dataRGB; - g_dataRGB = cvCreateMat(480, 640, CV_8UC3); + g_srcRGB = cvCreateMat(480, 640, CV_8UC3); for( int x = 0; x < 640; ++x) { @@ -46,7 +55,7 @@ void Dilatometer_TestImage() else s.val[i] *= exp( (test_right - x) / 25); } - cvSet2D(g_dataRGB,y,x,s); + cvSet2D(g_srcRGB,y,x,s); // if( s.val[0] > 200) // printf("row: %d, col: %d, %f\n", y, x, s.val[0]); } @@ -54,9 +63,9 @@ void Dilatometer_TestImage() } if (g_data == NULL) { - g_data = cvCreateMat(g_dataRGB->rows,g_dataRGB->cols,CV_8UC1); //IPL_DEPTH_8U? + g_data = cvCreateMat(g_srcRGB->rows,g_srcRGB->cols,CV_8UC1); //IPL_DEPTH_8U? } - cvCvtColor(g_dataRGB,g_data,CV_RGB2GRAY); + cvCvtColor(g_srcRGB,g_data,CV_RGB2GRAY); } /** @@ -90,11 +99,47 @@ static void Dilatometer_GetImage() //Need to implement camera } +void CannyThreshold() +{ + + if (g_data == NULL) + { + g_data = cvCreateMat(g_srcGray->rows,g_srcGray->cols,CV_8UC1); + } + + if ( g_edges == NULL) + { + g_edges = cvCreateMat(g_srcGray->rows,g_srcGray->cols,CV_8UC1); + } + + //g_data = 0; + cvShowImage("display", g_srcGray); + cvWaitKey(0); + // Reduce noise with a kernel 3x3. Input the grayscale source image, output to edges. (0's mean it's determined from kernel sizes) + cvSmooth( g_srcGray, g_edges, CV_GAUSSIAN, 9, 9 ,0 ,0 ); + + cvShowImage("display", g_edges); + cvWaitKey(0); + + // Find the edges in the image + cvCanny( g_edges, g_edges, lowThreshold, lowThreshold*ratio, kernel_size ); + + cvShowImage("display", g_edges); + cvWaitKey(0); + + // Mask the edges over G_data + //.copyTo( g_data, g_edges); +} + // Test algorithm static void Dilatometer_GetImageTest( ) { - //Test image - Dilatometer_TestImage(); + //Generates Test image + //Dilatometer_TestImage(); + + //Load Test image + g_srcGray = cvLoadImageM ("testimage.jpg",CV_LOAD_IMAGE_GRAYSCALE ); + CannyThreshold(); } @@ -104,14 +149,14 @@ static void Dilatometer_GetImageTest( ) * @returns the average width of the can */ double Dilatometer_Read(int samples) -{ +{ //Get the latest image //Dilatometer_GetImage(); Dilatometer_GetImageTest(); - int width = g_data->cols; - int height = g_data->rows; + int width = g_srcGray->cols; + int height = g_srcGray->rows; // If the number of samples is greater than the image height, sample every row if( samples > height) { @@ -135,13 +180,13 @@ double Dilatometer_Read(int samples) sample_height = ceil(height * (i + 1) / samples) -1; //printf("sample height is %d\n", sample_height); - //CvScalar test = cvGet2D(g_data, 150,300); + //CvScalar test = cvGet2D(g_srcGray, 150,300); //printf("test is %f,%f,%f,%f\n", test.val[0], test.val[1], test.val[2], test.val[3]); for ( int col = 0; col < width; col++) { - CvScalar value = cvGet2D(g_data, sample_height, col); + CvScalar value = cvGet2D(g_srcGray, sample_height, col); if( value.val[0]> THRES) { edges[pos] += (double) col; @@ -180,11 +225,11 @@ int main(int argc, char ** argv) test_right = 500; Dilatometer_Init(); - cvNamedWindow( "display", CV_WINDOW_AUTOSIZE); - cvShowImage("display", g_data); - cvWaitKey(0); +// cvNamedWindow( "display", CV_WINDOW_AUTOSIZE); +// cvShowImage("display", g_data); +// cvWaitKey(0); double width; - for( int i = 0; i < 20; ++i) + /*for( int i = 0; i < 20; ++i) { test_left -= i * (rand() % 1000) * 1e-3; test_right += i * (rand() % 1000) * 1e-3; @@ -203,11 +248,11 @@ int main(int argc, char ** argv) width = Dilatometer_Read(5); cvNamedWindow( "display", CV_WINDOW_AUTOSIZE); - cvShowImage("display", g_data); + cvShowImage("display", g_srcGray); cvWaitKey(0); double expected = test_right - test_left; double perc = 100 * (expected - width) / expected; printf("%d: Left: %.4f. Width: %.4f.\n Right: %.4f. Expected: %.4f. Percentage: %.4f\n", i, test_left, width, test_right, expected, perc); - } + }*/ }