JPEG-compliant image coding with adaptive pre-/post-filtering

In this paper we propose an image coding scheme with adaptive pre-/post-filtering which produces a fully compliant JPEG bitstream. The basic idea is to introduce pre-filtering to improve the coding performance and post-filtering to reduce JPEG blocking artifacts. The adaptivity of the pre-/post-filters is achieved by varying their filter supports based on two criteria: rate-distortion optimization (RD-opt) and over-/under-flow. Experiments show that despite keeping intact JPEG baseline coding, our proposed coding scheme with these two criteria can improve not only the objective quality (0.3-1.5 dB PSNR gain), but also yield superior visual quality by preserving edge details and mitigating blocking artifacts. Our proposed algorithm is competitive with state-of-the-art deblocking algorithms

[1]  Tao Chen,et al.  Adaptive postfiltering of transform coefficients for the reduction of blocking artifacts , 2001, IEEE Trans. Circuits Syst. Video Technol..

[2]  Wei Dai,et al.  Adaptive block-based image coding with pre-/post-filtering , 2005, Data Compression Conference.

[3]  Trac D. Tran,et al.  Lapped transform via time-domain pre- and post-filtering , 2003, IEEE Trans. Signal Process..

[4]  A.K. Katsaggelos,et al.  Pre- and post-processing algorithms for compressed video enhancement , 2000, Conference Record of the Thirty-Fourth Asilomar Conference on Signals, Systems and Computers (Cat. No.00CH37154).

[5]  Gary J. Sullivan,et al.  Rate-constrained coder control and comparison of video coding standards , 2003, IEEE Trans. Circuits Syst. Video Technol..

[6]  Amir Averbuch,et al.  Deblocking of block-transform compressed images using weighted sums of symmetrically aligned pixels , 2005, IEEE Transactions on Image Processing.