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A Review of Image Compression Techniques
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 142 - Number 1 |
| Year of Publication: 2016 |
| Authors: Rajandeep Kaur, Pooja Choudhary |
10.5120/ijca2016909658
|
Rajandeep Kaur, Pooja Choudhary . A Review of Image Compression Techniques. International Journal of Computer Applications. 142, 1 ( May 2016), 8-11. DOI=10.5120/ijca2016909658
Abstract
An image compression method eradicates redundant and/or unrelated information, and resourcefully encodes leftovers. Practically, it is frequently essential to toss away both non redundant information and relevant information to attain the essential compression. In any case, the ploy is discovering methods that permit important information to be resourcefully extracted and represented. This paper copes with dissimilar compression methods for comprising the information in an image. The information can be compressed by means of Lossy techniques such as Quantization, Transform coding, Block Transform Coding or Lossless techniques such as Run Length Coding, Lossless Predictive Coding, Multi-resolution Coding. All these techniques have been discussed in this paper and the performance of any technique/method is analyzed on various parameters like MSE and PSNR.
References
- P. C. Cosman, K. L. Oehler, E. A. Riskin and R. M. Gray, “Using vector quantization for Image Processing”, IEEE, Volume 81, Issue 9, pp. 1326-1341, 1993.
- N. Memon, X. Wu, V. Sippy, and G. Miller. An interband coding extension of the new lossless jpeg standard. Proc. SPIE Visual Communications and Image Processing, 3024, pp. 47–58, January 1997.
- D. S. Cruz, R. Grosbois and T. Ebrahimi, “JPEG 2000 performance evaluation and assessment”, Signal SProcessing: Image Communication, Volume 17, Issue 1, pp. 113–130, 2002.
- Dr T. Meyyappan, SM.Thamarai and N. M. Nachiaban, “Lossless Digital Image Compression Method For Bitmap Images”, The International Journal of Multimedia & Its Applications (IJMA) Vol.3, Issue .4, November 2011.
- D. Singh, S. K. Ranade, “Comparative Analysis of Transform based Lossy Image Compression Techniques” International Journal of Engineering Research and Applications (IJERA) , Vol. 2, Issue 5, pp.1736-1741, October 2012.
- Dr. B E. Reddy and K. V. Narayana, “A Lossless Image Compression Using Traditional And Lifting Based Wavelets”, Signal & Image Processing : An International Journal (SIPIJ) Vol.3, No.2, April 2012.
- G. Vijayvargiya, Dr. S. Silakari and Dr. R. Pandey, “A Survey: Various Techniques of Image Compression, International Journal of Computer Science and Information Security, Vol. 11, No. 10, October2013.
- M. Kaur and G. Kaur, “A Survey of Lossless and Lossy Image Compression Techniques”, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 3, Issue 2, February 2013.
- Firas A. Jassim, “Increasing Compression Ratio in PNG Images by k-Modulus Method for Image Transformation”, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 3, Issue 6, June 2013.
- B. Gupta, M. Gupta and B. Chadha, “Image Compression Technique under JPEG by Wavelets Transformation”, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 4, Issue 6, June 2014.
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