KSS: Using Region and Edge Maps to Detect Image Boundaries

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.