Genetic algorithm based edge linking for edge detection

Version 1.0.0.0 (3.33 KB) by Selva
ga based edge linking algorithm
5.0
(1)
370 Downloads
Updated 11 Sep 2017

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about:
this is not the perfect version. I tried replicating the work of "A new homogeneity-based approach to edge
detection using PSO -- Mahdi Setayesh, Mengjie Zhang and Mark Johnston". in a easy way. results are not yet perfect but can be improved by tuning. it is a good material to start up.
objective function: uniformity(smaller at edge)/homoginity(higher at edge)
chromosome encoding: 5 pixels in consecutive row following the selected pixel having value 1-8(8 directions) 0 for no pixel

please go through "Particle Swarm Optimisation for Edge Detection in Noisy Images, Mahdi Setayesh thesis" and "Effects of Static and Dynamic Topologies in Particle Swarm Optimisation for Edge Detection in Noisy Images"

Cite As

Selva (2024). Genetic algorithm based edge linking for edge detection (https://www.mathworks.com/matlabcentral/fileexchange/64384-genetic-algorithm-based-edge-linking-for-edge-detection), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2012b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.0.0.0