Presentation 1999/11/18
Design of Minimum-Rate Predictors for Lossless Coding
Hirofumi MORI, Ichiro MATSUDA, Susumu ITOH,
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Abstract(in English) This paper proposes a novel method for designing linear predictors suitable for lossless coding of still images. In general, the minimum-MSE criterion has been regarded as proper for predictive coding as well, but it is not necessarily optimum from a viewpoint of coding efficiency in lossless coding. Thereupon a predictor is optimized in our method so that a coding rate of prediction errors, instead of MSE, can have a minimum. Besides in order to improve coding efficiency much more, an image is partitioned into square blocks and these blocks are classified into some classes. Then the above-mentioned optimization of a predictor is carried out individually in each class. Simulation results indicate that the proposed scheme is superior to the conventional scheme which utilizes MSE-minimized predictors in terms of coding rates.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) lossless coding / predictive coding / still image / minimum-rate predictor
Paper # IE99-76
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Conference Information
Committee IE
Conference Date 1999/11/18(1days)
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Registration To Image Engineering (IE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Design of Minimum-Rate Predictors for Lossless Coding
Sub Title (in English)
Keyword(1) lossless coding
Keyword(2) predictive coding
Keyword(3) still image
Keyword(4) minimum-rate predictor
1st Author's Name Hirofumi MORI
1st Author's Affiliation Faculty of Science and Technology, Science University of Tokyo()
2nd Author's Name Ichiro MATSUDA
2nd Author's Affiliation Faculty of Science and Technology, Science University of Tokyo
3rd Author's Name Susumu ITOH
3rd Author's Affiliation Faculty of Science and Technology, Science University of Tokyo
Date 1999/11/18
Paper # IE99-76
Volume (vol) vol.99
Number (no) 444
Page pp.pp.-
#Pages 6
Date of Issue