JOURNAL ARTICLE

Image Compression Based on Arithmetic Coding Algorithm

Ruaa Ibrahim YousifNassir H. Salman

Year: 2021 Journal:   Iraqi Journal of Science Pages: 329-334   Publisher: College of Science for Women, University of Baghdad

Abstract

The past years have seen a rapid development in the area of image compression techniques, mainly due to the need of fast and efficient techniques for storage and transmission of data among individuals. Compression is the process of representing the data in a compact form rather than in its original or incompact form. In this paper, integer implementation of Arithmetic Coding (AC) and Discreet Cosine Transform (DCT) were applied to colored images. The DCT was applied using the YCbCr color model. The transformed image was then quantized with the standard quantization tables for luminance and chrominance. The quantized coefficients were scanned by zigzag scan and the output was encoded using AC. The results showed a decent compression ratio with high image quality.

Keywords:
Chrominance Trellis quantization Discrete cosine transform Arithmetic coding YCbCr Quantization (signal processing) Image compression Color Cell Compression JPEG Data compression Algorithm Mathematics Zigzag Luminance Computer vision Artificial intelligence Coding (social sciences) Transform coding Computer science Arithmetic Context-adaptive binary arithmetic coding Image processing Image (mathematics) Color image Geometry

Metrics

11
Cited By
1.41
FWCI (Field Weighted Citation Impact)
9
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence
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

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