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a kernel with parameter 'psi + pi/2' will be the imaginary part. I think this will help you - http://matlabserver.cs.rug.nl/edgedetectionweb/web/index.html make the kernel in the frequency domain will get better performance - http://www.csse.uwa.edu.au/~pk/Research/MatlabFns/index.html