Sobel Edge Detection


June 2018
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Detecting edges is a fundamental part of computer vision. This small project used 2d convolution to implement a sobel filter; which was also implemented as a separable filter. The algorithm requires two 3x3 kernels that are convolved and then combined using the gradient magnitude. Below shows both derivative approximations for Gx, Gy, and the final output.