Title: ENHANCEMENT AND PERFORMANCE ANALYSIS ON DUTTA AND CHAUDHURI COLOR EDGE DETECTION ALGORITHM IN RGB COLOR SPACE

Year of Publication: 2013
Page Numbers: 476-480
Authors: Mohamed Almadhoun
Conference Name: The Third International Conference on Digital Information Processing and Communications (ICDIPC2013)
- United Arab Emirates

Abstract:


Edge detection process has a widespread usage in computer vision applications. The output detected edges of process changes when input image changes from color to grayscale. This changeability of results makes us add modifications on edge detection process procedures to correctly detect all those edges in color images that couldn’t be detected in gray ones. This research reviews the proposed solution of Dutta and Chaudhuri on color edge detection algorithm that works using RGB color space, detects problem of a huge set of undetected edges by their proposed algorithm and finds solutions for that, and applies complexity and performance analysis and experiments to compare the proposed algorithm with Canny edge detection algorithm.