OpenCV cvCanny memory exception

问题

I am trying to do the examples in the OpenCV book and I got to the part regarding cvCanny. I am trying to use it, but I keep getting a memory exception error of

Unhandled exception at 0x75d8b760 in Image_Transform.exe: Microsoft C++ exception: cv::Exception at memory location 0x0011e7a4..

I have also looked at another post that was similar to this question, but it did not help for me as I got the same error each time. Any help is greatly appreciated and the source code for the function is located below.

void example2_4(IplImage* img)
{
// Create windows to show input and ouput images
cvNamedWindow("Example 2-4 IN", CV_WINDOW_AUTOSIZE);
cvNamedWindow("Example 2-4 OUT", CV_WINDOW_AUTOSIZE);

// Display out input image
cvShowImage("Example 2-4 IN", img);

// Create an image to hold our modified input image
IplImage* out = cvCreateImage(cvGetSize(img), IPL_DEPTH_8U, 3);

// Do some smoothing
//cvSmooth(img, out, CV_GAUSSIAN, 3, 3);

// Do some Edge detection
cvCanny(img, out, 10, 20, 3);

// Show the results
cvShowImage("Example 2-4 OUT", out);

// Release the memory used by the transformed image
cvReleaseImage(&out);

// Wait for user to hit a key then clean up the windows
cvWaitKey(0);
cvDestroyWindow("Example 2-4 IN");
cvDestroyWindow("Example 2-4 OUT");
}

int main()
{
// Load in an image
IplImage* img = cvLoadImage("images/00000038.jpg");

// Run the transform
example2_4(img);

// clean the image from memory
cvReleaseImage(&img);

return 0;
}

回答1:

You forgot to say if you are able to see the original image being displayed on the screen.

I never get tired of telling people that checking the return of functions is a must!

Consider IplImage* img = cvLoadImage("images/00000038.jpg"); , how can you tell if this function succeeded or not? As far as I can tell, the error you are having might be from a function failing prior to cvCanny() being called.

Anyway, I recently posted a code that uses cvCanny to improve circle detection. You can check that code and see what you are doing differently.

EDIT:

Your problem in this case is that you are passing to cvCanny input and output as a 3 channel image, when it takes only a single channel image. Check the docs:

void cvCanny(const CvArr* image, CvArr* edges, double threshold1, double threshold2, int aperture_size=3)

Implements the Canny algorithm for edge detection.
Parameters: 

    * image – Single-channel input image
    * edges – Single-channel image to store the edges found by the function
    * threshold1 – The first threshold
    * threshold2 – The second threshold
    * aperture_size – Aperture parameter for the Sobel operator (see Sobel)

So, change your code to:

// Create an image to hold our modified input image
IplImage* out = cvCreateImage(cvGetSize(img), IPL_DEPTH_8U, 1); 

// Do some smoothing
//cvSmooth(img, out, CV_GAUSSIAN, 3, 3);

IplImage* gray = cvCreateImage(cvGetSize(img), IPL_DEPTH_8U, 1); 
cvCvtColor(img, gray, CV_BGR2GRAY);

// Do some Edge detection
cvCanny(gray, out, 10, 20, 3);

来源：https://stackoverflow.com/questions/6426677/opencv-cvcanny-memory-exception

标签

image-processing

OpenCV

edge-detection