Very fast edge detector (up to 60 fps depending on parameter settings) that achieves excellent accuracy (top accuracy on the BSDS500 and NYU Depth datasets as of publication date). Can serve as input to any vision algorithm requiring high quality edge maps. Please see the related papers: “Structured Forests for Fast Edge Detection” in ICCV 2013 and “Fast Edge Detection Using Structured Forests” in arXiv 2014, both by P. Dollár and C. Zitnick, for details. Provided is the Matlab source code (requires Matlab to run).
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