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Optimized Image Compression through Artificial Neural Networks and Wavelet Theory

Authors :
Jai Prakash Saini
Raghvendra Pratap Singh
Choudhary Mahfooz Alam
Source :
International Journal of Computer Applications. 79:21-25
Publication Year :
2013
Publisher :
Foundation of Computer Science, 2013.

Abstract

Many techniques have been developed for image compression. An efficient image compression technique promises to give high compression ratio, maintaining the quality of the image. The paper proposes an image compression technique which combines both Artificial Neural Networks and Wavelet theory to optimize the compression ratio and peak signal to noise ratio. Results show that high compression ratio is achievable as per requirement, maintaining good reconstruction quality. General Terms Image Compression

Details

ISSN :
09758887
Volume :
79
Database :
OpenAIRE
Journal :
International Journal of Computer Applications
Accession number :
edsair.doi...........7a434af2fdea5c8e663f4b08ac920203