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Optimization of Canny edge detector

Canny edge detector works not very well for my task so I decided to play with its parameters, but it turned out to be problematic. If I set aperture to 9, the program aborts. To 5 - it hangs. Looks like it needs more than 5 minutes to process an image of moderate size. Any hints on what I can do with parameters of this function and what I can't?