KSS: Using Region and Edge Maps to Detect Image Boundaries

Authors:
Karin Komati;Evandro Salles;Mario Sarcinelli-Filho
Affiliations:
Federal University of Espirito Santo;Federal University of Espirito Santo;Federal University of Espirito Santo
Venue:
Computing in Science and Engineering
Year:
2011

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A bio-inspired system for boundary detection in color natural scenes

ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part II

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Abstract

This fully automated process uses edge map information to eliminate false boundaries in an image's region map, and region map information to remove noise in its edge map. It then integrates the two maps into a single, final result. Experiments on a large dataset of natural color images show that this approach matches human perception better than individual methods in terms of both quantity and quality.