Member Avatar for batoolhussain

hi all .I am trying to detect the edge using canny edge detection algorithm, I convert the image to gray and remove the noise and passing the sobel filter. but when I arrive to apply Non-maximum suppression, I didn't know how do it. please help me. I use vb.net 2010.

  • 2 Contributors
  • 2 Replies
  • 842 Views
  • 9 Hours Discussion Span
  • Latest Post Latest Post by batoolhussain
Member Avatar for batoolhussain

the edge of the image.
Stages of the Canny algorithm
1-A Gaussian blur is applied to clear any speckles and free the image of noise. I do the gaussian blur.
2-A gradient operator is applied for obtaining the gradients' intensity and direction. I do the gradient operator.
3-Non-maximum suppression determines if the pixel is a better candidate for an edge than its neighbours.

a-if the rounded gradient angle is zero degrees (i.e. the edge is in the north–south direction) the point will be considered to be on the edge if its gradient magnitude is greater than the magnitudes at pixels in the east and west directions,
b-if the rounded gradient angle is 90 degrees (i.e. the edge is in the east–west direction) the point will be considered to be on the edge if its gradient magnitude is greater than the magnitudes at pixels in the north and south directions,
c-if the rounded gradient angle is 135 degrees (i.e. the edge is in the northeast–southwest direction) the point will be considered to be on the edge if its gradient magnitude is greater than the magnitudes at pixels in the north west and south east directions,
d-if the rounded gradient angle is 45 degrees (i.e. the edge is in the north west–south east direction) the point will be considered to be on the edge if its gradient magnitude is greater than the magnitudes at pixels in the north east and south west directions.
I don't know how to do the non-maximun suppression.

Canny_Edge_Detection.png 538.05 KB
Be a part of the DaniWeb community

We're a friendly, industry-focused community of developers, IT pros, digital marketers, and technology enthusiasts meeting, networking, learning, and sharing knowledge.