What are the advantages and disadvantages of various border detection algorithms

Can someone describe another edge detection algorithm for detecting the edges of an image, with the pros and cons of using them. Some of the main algorithms I was interested in: Sobel Canny's Fuzzy Logic

Thank you in advance


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From an application point of view:

Sobel: Fast but not detecting faint edges, copes with noise

FuzzyLogic: Comparatively slow. Require tuning in the presence of noise (not sure how tedious)

Canny: Still considered good thanks to the non-maximum suppression and two thresholds that extract most of the ribs. Failure of bad in the presence of noise, manual parameter adjustment is required.

Search: Detect an edge from a google researcher and you get a detailed comparison.




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