Optimal Code book Generating LBG Algorithm

Ahmed Saleh, Ibrahim; Ibrahim Al, Khalil

doi:10.37652/juaps.2012.63371

Document Type : Research Paper

Authors

¹ Tikrit University - College of Computer Science and Mathematics

² Mosul University - College of Computer Science and Mathematics

10.37652/juaps.2012.63371

Abstract

In this research, have been applied(LBG) algorithm to create optimal code book tat used in vector quantization, which use in widely for image and signal processing .It use in image compressing, voice compression and data encryption when it sent them, In the application used software (Matlab) in the coding and encoding stage we obtain to the number of vectors with less distortion equal(64), and when compare this algorithm with others method we see that it's the best in the training for create the optimal codebooks to return image

Keywords

Main Subjects

Mathematical

References

[1] Kekre .H. B. and Tanuja K. Sarode " New Clustering Algorithm for Vector Quantization using Rotation of Error Vector" IJCSIS International Journal of Computer Science and Information Security,Vol. 7, No. 3, 2010 ,India

[2] B. and Tanuja K. Sarode " New Clustering Algorithm for Vector Quantization using Rotation of Error Vector" IJCSIS International Journal of Computer Science and Information Security,Vol. 7, No. 3, 2010 ,India

[3] Aza-aoba 05 , Aramaki , Aoba-ku, Sendai , Gray of 2001 , Robeit.M.Gray Information System Laboratory 980-8579, Japan . 2006

[4] Zhibin Pan1, koji kotani2, and Tadahiro Ohmi1 , , A Fast Arch Method For Vector Quantization Using Pixel-Merging Sum Pyramid In Recursive Way,Department of Electronic Engineering ,Graduate School of Engineering , Tohoku University , Japan , Aza-aoba 05 , Aramaki , Aoba-ku, Sendai , 980-8579, Japan . 2005

[5] Gray of 2001 , Robeit.M.Gray Information System Laboratory.

[6] Cartlidge, Johnp. ,(2000): "An Analysis of Evolutionary Computation Used In Image Processing T echniques " , Bsc Artificial Inelligence and Mathematics.

[7] IKhorst, Kristin M. , (2002): "Digital Image Processing &Analysis ",Email .

[8] H. J´egou, M. Douze, and C. Schmid, “Searching with quantization: approximate nearest neighbor search using short codes and distance estimators,” Tech. Rep. RR-7020, INRIA, August2009

[9] Conzales ,Rafael C. ; Woodes, R.E. , (2002): "Digital Image Processing" ,and edition , Publisher : prentice.

[10] Turner , Martian J .,(2002) : "MSC Proggramme Digital Signal and Image processing " ,Email : mt@dmu.ac.uk.

[11] Asmita A.Bardekar#1, Mr. P.A.Tijare "Implementation of LBG Algorithm for [1] ImageCompression" International Journal of Computer Trends and Technology- volume2Issue2- 2011 n front of Nemani Godown Badnera Road, Amravati, Maharashtra,

[12] H B Kekre & Vaishali Kulkarni" Performance Comparison of Automatic Speaker Recognition usingVector Quantization by LBG KFCG and KMCG" International Journal of Computer Science and Security, (IJCSS), Volume (4): Issue (6) 571 ,NMIMS University Mumbai-2010.

[13] R. Nagendran 1 and P. Arockia Jansi Rani" A noval FPCM Based vector Quantization Codebook design image Compression in wavelet packet domain" the international joumal of Multimedia &its application (IJMA) vol2,No.1,February 2010 University, Tirunelveli, Tamilnadu, India .

Journal of University of Anbar for Pure Science

Optimal Code book Generating LBG Algorithm

References

References

Volume 6, Issue 2
August 2012
Page 6-12

Optimal Code book Generating LBG Algorithm

References

References

Volume 6, Issue 2August 2012Page 6-12

Volume 6, Issue 2
August 2012
Page 6-12