Epitome-based image compression using translational sub-pel mapping

This paper addresses the problem of epitome construction for image compression. An optimized epitome construction method is first described, where the epitome and the associated image reconstruction, are both successively performed at full pel and sub-pel accuracy. The resulting complete still image compression scheme is then discussed with details on some innovative tools. The PSNR-rate performance achieved with this epitome-based compression method is significantly higher than the one obtained with H.264 Intra and with state of the art epitome construction method. A bit-rate saving up to 16% comparatively to H.264 Intra is achieved.

[1]  Ruimin Hu,et al.  Intra coding and refresh based on video epitomic analysis , 2010, 2010 IEEE International Conference on Multimedia and Expo.

[2]  Denis Simakov,et al.  Summarizing visual data using bidirectional similarity , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[3]  G. Bjontegaard,et al.  Calculation of Average PSNR Differences between RD-curves , 2001 .

[4]  Thiow Keng Tan,et al.  Intra Prediction by Template Matching , 2006, 2006 International Conference on Image Processing.

[5]  Mehmet Türkan,et al.  Image prediction: Template matching vs. sparse approximation , 2010, 2010 IEEE International Conference on Image Processing.

[6]  Christine Guillemot,et al.  Sparse representation for image prediction , 2007, 2007 15th European Signal Processing Conference.

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

[8]  Ruimin Hu,et al.  Improving Intra Coding in H.264\AVC by Image Epitome , 2009, PCM.

[9]  Sung Yong Shin,et al.  On pixel-based texture synthesis by non-parametric sampling , 2006, Comput. Graph..

[10]  Michael Elad,et al.  Sparse and Redundant Modeling of Image Content Using an Image-Signature-Dictionary , 2008, SIAM J. Imaging Sci..

[11]  Huamin Wang,et al.  Factoring repeated content within and among images , 2008, ACM Trans. Graph..

[12]  Brendan J. Frey,et al.  Video Epitomes , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[13]  Y. Fisher Fractal image compression: theory and application , 1995 .

[14]  Brendan J. Frey,et al.  Epitomic analysis of appearance and shape , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

[15]  Yuval Fisher Fractal Image Compression , 1994 .