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http://dx.doi.org/10.5302/J.ICROS.2002.8.6.462

Postprocessing Algorithm for Reduction of Blocking Artifact in Still Images  

장동식 (고려대학교 산업시스템정보공학과)
유헌우 (고려대학교 산업시스템정보공학과)
손용준 (고려대학교 산업시스템정보공학과)
채경호 (고려대학교 산업시스템정보공학과)
Publication Information
Journal of Institute of Control, Robotics and Systems / v.8, no.6, 2002 , pp. 462-467 More about this Journal
Abstract
A new approach for reducing the blocking artifact is proposed in this paper. This method can be applied to conventional transform coding, without introducing additional information or significant blurring. Main drawbacks of the Discrete Cosine Transform(DCT) are visible block boundaries due to coarse quantization of the coefficients. Therefore, restoration techniques result in unnecessary blurring of the image. The proposed deblocking algorithm is based on the heuristic approach for edge detection. All edges of the standard still images are categorized, and the best edges are selected. Several images are used fer experiments, and several other previous algorithms are compared with the proposed approach. The results show that the proposed algorithm works better than those of other previous researches. This algorithm can be used for JPEG, MPEG, and H.261 standard images.
Keywords
blocking artifact; deblocking; DCT; quantization; PSNR; JPEG;
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