Adaptive deblocking algorithm based on image characteristics for low bit-rate video

  • Authors:

  • Jongho Kim;Minseok Choi;Jechang Jeong

  • Affiliations:

  • Dept. of Electrical and Computer Engineering, Hanyang University, Seoul, Korea;Dept. of Electrical and Computer Engineering, Hanyang University, Seoul, Korea;Dept. of Electrical and Computer Engineering, Hanyang University, Seoul, Korea

  • Venue:
  • ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
  • Year:
  • 2007

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Abstract

Reconstructed images in low bit-rate video coding often have visually annoying artifacts, such as blocking artifacts and corner outliers, usually due to block-based quantization and motion-compensated prediction. In this paper, we propose an adaptive deblocking algorithm based on local image characteristics. We remove ringing artifacts using a simple low-pass filter in the preprocessing. Among four filtering modes, an appropriate filter is selected adaptively, removing noticeable blocking artifacts in flat areas, while preserving details without blurring in highly complex areas. The proposed filter contains a non-symmetric filter a corner outlier removal filter. Simulation results show the effectiveness of the proposed deblocking algorithm in objective and subjective quality compared with those of the MPEG-4 deblocking filter.