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All Journal TELKOMNIKA (Telecommunication Computing Electronics and Control)
Walaa M. Abd-Elhafiez
Jazan University
Computer Science & IT

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An efficient color image compression technique Walaa M. Abd-Elhafiez; Wajeb Gharibi; Mohamed Heshmat
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 18, No 5: October 2020
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v18i5.8632

Abstract

We present a new image compression method to improve visual perception of the decompressed images and achieve higher image compression ratio. This method balances between the compression rate and image quality by compressing the essential parts of the image-edges. The key subject/edge is of more significance than background/non-edge image. Taking into consideration the value of image components and the effect of smoothness in image compression, this method classifies the image components as edge or non-edge. Low-quality lossy compression is applied to non-edge components whereas high-quality lossy compression is applied to edge components. Outcomes show that our suggested method is efficient in terms of compression ratio, bits per-pixel and peak signal to noise ratio.
Co-Authors Mohamed Heshmat Wajeb Gharibi