Home > Papers

 
 
Adaptive Singular Value Extraction (ASVE) as a Method of Image Compression,Hebbian learning
Mei Tian 1 * #,Siwei Luo 1,Lingzhi Liao 2,Lianwei Zhao 3
1.School of Computer and Information Technology,
2.School of Computer and Information Technology
3.School of Computer and Information Technology,Beijing Jiaotong University
*Correspondence author
#Submitted by
Subject:
Funding: none
Opened online:22 November 2005
Accepted by: none
Citation: Mei Tian,Siwei Luo,Lingzhi Liao.Adaptive Singular Value Extraction (ASVE) as a Method of Image Compression,Hebbian learning[OL]. [22 November 2005] http://en.paper.edu.cn/en_releasepaper/content/3745
 
 
In this paper we describe a neural network model-adaptive singular value extraction(ASVE) for multiple singular values extraction based on an extension of the Hebbian learning rule, and then apply it to image compression. The ASVE-based image compression scheme is based on the APEX–like algorithm proposed by Diamantaras. It is shown experimentally that the proposed scheme leads to good compression ratio and satisfactory image quality.
Keywords:Adaptive Singular Value Extraction (ASVE) as a Method of Image Compression,Hebbian learning
 
 
 

For this paper
  • ● PDF (0B)
  • ● Revision 0 　　
  • ● Print this paper
  • ● Recommend this paper to a friend
  • ● Add to my favorite list

    Saved Papers

    Please enter a name for this paper to be shown in your personalized Saved Papers list

Tags
Add yours

Related Papers

Statistics
PDF Downloaded 744
Bookmarked 0
Recommend 5
Comments Array
Submit your papers