JOURNAL ARTICLE

Compression of Chinese document images based on morphologic analysis and pattern matching

Hong Yan

Year: 2006 Journal:   Optical Engineering Vol: 45 (10)Pages: 107001-107001   Publisher: SPIE

Abstract

We propose a highly efficient content-lossless compression scheme for Chinese document images. The scheme combines morphologic analysis with pattern matching to cluster patterns. In order to achieve the error maps with minimal error numbers, the morphologic analysis is applied to decomposing and recomposing the Chinese character patterns. In the pattern matching, the criteria are adapted to the characteristics of Chinese characters. Since small-size components sometimes can be inserted into the blank spaces of large-size components, we can achieve small-size pattern library images. Arithmetic coding is applied to the final compression. Our method achieves much better compression performance than most alternative methods, and assures content-lossless reconstruction.

Keywords:
Lossless compression Computer science Pattern matching Data compression Image compression Coding (social sciences) Arithmetic coding Pattern recognition (psychology) Compression (physics) Compression ratio Chinese characters Artificial intelligence Context-adaptive binary arithmetic coding Image processing Image (mathematics) Mathematics

Metrics

3
Cited By
0.39
FWCI (Field Weighted Citation Impact)
21
Refs
0.73
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence
Image Retrieval and Classification Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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