JOURNAL ARTICLE

<title>Lossless adaptive differential coding of images</title>

Cheng-Chieh Lee

Year: 1995 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2418 Pages: 2-7   Publisher: SPIE

Abstract

Directly encoding the image pixel values using noiseless coding techniques such as Lempel- Ziv-Welch codes or arithmetic codes is inefficient as it fails to capitalize on the normally abundant correlation among neighboring pixels. A simple modification that exploits the pixels correlation as in the Delta Pulse Code Modulation scheme can improve the compression efficiency. Motivated by the `adaptive coding by block classification' idea of Chen and Smith, we take into account the pixels non-stationary nature and present a more sophisticated lossless adaptive differential image coding system that can further improve the compression efficiency.

Keywords:
Lossless compression Pixel Adaptive coding Computer science Differential coding Arithmetic coding Coding (social sciences) Pulse-code modulation Algorithm Data compression Context-adaptive variable-length coding Context-adaptive binary arithmetic coding Variable-length code Decoding methods Artificial intelligence Computer vision Theoretical computer science Mathematics Telecommunications Statistics Transmission (telecommunications)

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Topics

Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Chaos-based Image/Signal Encryption
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence

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