JOURNAL ARTICLE

Effective Context Lossless Image Coding Approach Based On Adaptive Prediction

Grzegorz UlachaRyszard Stasiński

Year: 2009 Journal:   Zenodo (CERN European Organization for Nuclear Research)   Publisher: European Organization for Nuclear Research

Abstract

In the paper an effective context based lossless coding technique is presented. Three principal and few auxiliary contexts are defined. The predictor adaptation technique is an improved CoBALP algorithm, denoted CoBALP+. Cumulated predictor error combining 8 bias estimators is calculated. It is shown experimentally that indeed, the new technique is time-effective while it outperforms the well known methods having reasonable time complexity, and is inferior only to extremely computationally complex ones.

Keywords:
Lossless compression Computer science Coding (social sciences) Artificial intelligence Context (archaeology) Lossy compression Adaptive coding Lossless JPEG Tunstall coding Image (mathematics) Context-adaptive variable-length coding Computer vision Context-adaptive binary arithmetic coding Data compression Pattern recognition (psychology) Image compression Image processing Mathematics Statistics Biology

Metrics

9
Cited By
0.93
FWCI (Field Weighted Citation Impact)
0
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Steganography and Watermarking Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Computing and Algorithms
Social Sciences →  Social Sciences →  Urban Studies

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