2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:TP-P1.10
Session:Interpolation and Superresolution II
Time:Tuesday, September 18, 14:30 - 17:10
Presentation: Poster
Title: COLOR DEMOSAICKING USING DIRECTION CATEGORIZATION
Authors: Carman K. M. Yuk; Hong Kong University of Science and Technology 
 Oscar C. Au; Hong Kong University of Science and Technology 
 Richard Y.M. Li; Hong Kong University of Science and Technology 
 Sui-Yuk Lam; Hong Kong University of Science and Technology 
Abstract: We propose a novel color demosaicking algorithm using direction categorization. Each pixel is classified as vertical, horizontal or smooth before interpolation. The categorization is based on gradient change within same channel, color differences and neighbors categories, so it explores relationship between intra- and inter-color channels. Color artifacts in reconstructed images are significantly reduced because directions of interpolation across edges are greatly avoided. Experimental results show that our proposed algorithm has high PSNR and the visual quality of reconstructed images is also obviously improved.



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