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Postprocessing Algorithm for Reduction of Blocking Artifact in Still Images

정지영상의 Blocking Artifact를 제거하기 위한 후처리 알고리즘

  • 장동식 (고려대학교 산업시스템정보공학과) ;
  • 유헌우 (고려대학교 산업시스템정보공학과) ;
  • 손용준 (고려대학교 산업시스템정보공학과) ;
  • 채경호 (고려대학교 산업시스템정보공학과)
  • Published : 2002.06.01

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

References

  1. Shigenobu Minami and Avid Zakhor, 'An Optimization Approach for Removing Blocking Effects in Transform Coding,' IEEE Transactions on Circuits and Systems for Viedo Technology, vol 5, no. 2, pp. 74-82, April, 1995 https://doi.org/10.1109/76.388056
  2. Gonzales & Woods, 'Digital Image Processing,' Addison Wesley Longman, 1992
  3. Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos, 'Projection-Based Spatially Adaptive Reconstruction of Block-Transform Compressed Images,' IEEE Transaction on Image Processing, vol 4, no.7, pp. 896-908, July, 1995 https://doi.org/10.1109/83.392332
  4. 후지와라 히로시, 정제창(역), '최신 MPEG,' 교보문고, 1995
  5. 천인국, 윤영택, '기초편 영상처리,' 기한재, 1998
  6. D. Taubman, E. Ordentlich, M. Weinberger, G. Serrousi, 'Embedded Block Coding in JPEG2000,' Tech Report; HPL-2001-35