Edge Detection and Image SegmentatiON (EDISON) System (C++ source) (binary) The EDISON system contains the image segmentation/edge preserving filtering algorithm described in the paper Mean shift: A robust approach toward feature space analysis and the edge detection algorithm described in the paper Edge detection with embedded confidence. There is also Matlab interface for the EDISON system at the below link.
Acknowledgements: The source code is also available from Rutgers: http://www.caip.rutgers.edu/riul/research/robust.html
Approximate Mean-Shift Method (C++ code)
For instructions on using the code please refer to the readme.txt file included in the zip package. Note the code requires OpenCV to be installed on the target system.
Acknowledgements: The code was provided by Alper Yilmaz. http://dpl.ceegs.ohio-state.edu