Home > Archives > IJSRST173444 IJSRST-Library

Analysis of Wavelet Based Image Compression Technique : A Survey

Authors(2) :-Anil Patel, Sumit Gupta

This Paper discuss the lossless compression techniques where the decompress image is exact replica of original image. Compression technique is useful where the size of image is very large. In this paper two techniques are discussed first is SPIHT and second one is JPEG2000. Both techniques are scene based and SPIHT gives better result where image is smooth means image variations are less in comparision to JPEG2000.
Anil Patel, Sumit Gupta
  1. Gonzalez, R.C. and Woods,R.E.???Digital Image Processing??? Second edition. Pearson Education Pte. Ltd., pp.1-2, pp. 498-504 and pp.350-392,2002
  2. Gonzalez, R.C., Woods, R.E. and Eddins, S.L.???Digital Image Processing Using Matlab???.second edition. Tata McGraw Hill education Private Limited, New Delhi., pp.374, pp. 410,pp.418-420and pp. 598,2011.
  3. Antonini, M., Barland, M., Mathieu, P. and Daubechies, I.???Image coding using the wavelet transform??? IEEE Trans. Image Processing, vol. 1, pp. 205-220,1992.
  4. Kharate, G. K., Patil, V. H. and Bhale, N. L.???Selection of Mother Wavelet for Image Compression on Basis of Nature of Image??? ACADEMY PUBLISHER, JOURNAL OF MULTIMEDIA, vol. 2, no. 6, pp. 44-51,2007.
  5. Mallat S. G.???A theory for multiresolution signal decomposition: the wavelet representation??? Transactions on Pattern Analysis and Machine Intelligence, vol.11, no.7, pp.674-693,Jul 1989.
  6. Christopoulos, C., Skodras, A. and Ebrahimi, T., 2000.The JPEG2000 Still Image Coding System: An Overview. IEEE Trans. On Consumer Electronics, Vol.46, No.4, November 2000, pp. 1103-1127.
  7. Santa-Cruz, D., Ebrahimi, T., Askelof J., Larsson, M., Christopoulos, C. ???JPEG 2000 still image coding versus other standards??? SPIE???s 45th Annual Meeting, Applications of Digital Image Processing??? XXIII, Proceedings of SPIE, San Diego, California, August, Vol. 4115, pp. 446-454,2000.
  8. Skodras A.N., Christopoulos C.A., and Ebrahimi T.???JPEG2000:The upcoming still image compression method???PatternRcognition letters 22,pp 1337-1345,2001.
  9. LIU Wei ???Research on Image Compression Algorithm Based on SPHIT??? Third International Conference on Intelligent Networks and Intelligent Systems,pp.104-107,2010.
  10. Said, A., Pearlman, W.A. ???A new fast and efficient image codec based on set partitioning in hierarchical trees???IEEE Transactions on Circuits and Systems for Video Technology,pp.243-250,1996.
  11. Wang, J., Zhang, F.???Study of the Image Compression based on SPIHT Algorithm???2010 International Conference on Intelligent Computing and Cognitive Informatics, pp.130-133,2010.
Publication Details
  Published in : Volume 3 | Issue 4 | May-June 2017
  Date of Publication : 2017-06-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 337-340
Manuscript Number : IJSRST173444
Publisher : Technoscience Academy
PRINT ISSN : 2395-6011
ONLINE ISSN : 2395-602X
Cite This Article :
Anil Patel, Sumit Gupta, "Analysis of Wavelet Based Image Compression Technique : A Survey", International Journal of Scientific Research in Science and Technology(IJSRST), Print ISSN : 2395-6011, Online ISSN : 2395-602X, Volume 3, Issue 4, pp.337-340 , May-June-2017
URL : http://ijsrst.com/IJSRST173444