Classified JPEG coding of mixed document images for printing

This paper presents a modified JPEG coder that is applied to the compression of mixed documents (containing text, natural images, and graphics) for printing purposes. The modified JPEG coder proposed in this paper takes advantage of the distinct perceptually significant regions in these documents to achieve higher perceptual quality than the standard JPEG coder. The region-adaptivity is performed via classified thresholding being totally compliant with the baseline standard. A computationally efficient classification algorithm is presented, and the improved performance of the classified JPEG coder is verified.

[1]  Kannan Ramchandran,et al.  Rate-distortion optimal fast thresholding with complete JPEG/MPEG decoder compatibility , 1994, IEEE Trans. Image Process..

[2]  Joan L. Mitchell,et al.  JPEG: Still Image Data Compression Standard , 1992 .

[3]  Konstantinos Konstantinides,et al.  A method for variable quantization in JPEG for improved text quality in compound documents , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[4]  Sheila S. Hemami,et al.  Psychovisually-based multiresolution image segmentation , 1997, Proceedings of International Conference on Image Processing.

[5]  Ricardo L. de Queiroz,et al.  Processing JPEG-compressed images and documents , 1998, IEEE Trans. Image Process..

[6]  Nariman Farvardin,et al.  A perceptually motivated three-component image model-Part I: description of the model , 1995, IEEE Trans. Image Process..

[7]  Teresa H. Y. Meng,et al.  Variable compression using JPEG , 1994, 1994 Proceedings of IEEE International Conference on Multimedia Computing and Systems.

[8]  Sheila S. Hemami,et al.  Perceptually based scalable image coding for packet networks , 1998, J. Electronic Imaging.

[9]  Refractor Vision , 2000, The Lancet.

[10]  Andrew B. Watson,et al.  Perceptual adaptive JPEG coding , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[11]  K. R. Rao,et al.  Chapter 7 – Transform Coding , 1995 .

[12]  Sheila S. Hemami,et al.  Edge-adaptive JPEG image compression , 1996, Other Conferences.

[13]  Robert J. Safranek,et al.  Comparison of the coding efficiency of perceptual models , 1995, Electronic Imaging.

[14]  Ricardo L. de Queiroz Processing JPEG-Compressed Images , 1997, ICIP.

[15]  K. R. Rao,et al.  Transform coding , 1995 .