Interactive Learning Tool for Image Compression Using Singular Value Decomposition

2021 ◽  
pp. 923-942
Author(s):  
Nadia Bahatheg ◽  
Ahad Alloqmani ◽  
Omimah Alsaedi ◽  
Reem Alnanih ◽  
Lamia Elrefaei
Keyword(s):  
Singular Value Decomposition ◽  
Image Compression ◽  
Interactive Learning ◽  
Singular Value ◽  
Learning Tool ◽  
Value Decomposition

Lossy image compression using singular value decomposition and wavelet difference reduction

2014 ◽  
Vol 24 ◽  
pp. 117-123 ◽  
Author(s):  
Awwal Mohammed Rufai ◽  
Gholamreza Anbarjafari ◽  
Hasan Demirel
Keyword(s):  
Singular Value Decomposition ◽  
Image Compression ◽  
Singular Value ◽  
Value Decomposition

Image compression using singular value decomposition

2017 ◽  
Vol 263 ◽  
pp. 042082 ◽  
Author(s):  
H R Swathi ◽  
Shah Sohini ◽  
Surbhi ◽  
G Gopichand
Keyword(s):  
Singular Value Decomposition ◽  
Image Compression ◽  
Singular Value ◽  
Value Decomposition

Image Compression Using Singular Value Decomposition

2019 ◽  
Vol 67 (8) ◽  
pp. 74-81
Author(s):  
Gowri P ◽  
Senbaga Priya K ◽  
Hari Prasath R K ◽  
Pavithra S
Keyword(s):  
Singular Value Decomposition ◽  
Image Compression ◽  
Singular Value ◽  
Value Decomposition

Color Image Compression Using Block Singular Value Decomposition

2013 ◽  
Vol 303-306 ◽  
pp. 2122-2125
Author(s):  
Peng Fei Xu ◽  
Hong Bin Zhang ◽  
Xin Feng Wang ◽  
Zheng Yong Yu
Keyword(s):  
Singular Value Decomposition ◽  
Image Compression ◽  
Basic Principle ◽  
Color Image ◽  
Singular Value ◽  
Matrix Structure ◽  
Compression Scheme ◽  
The Matrix ◽  
Value Decomposition ◽  
Color Image Compression

This paper looks at the application of Singular Value Decomposition (SVD) to color image compression. Based on the basic principle and characteristics of SVD, combined with the image of the matrix structure. A block SVD-based image compression scheme is demonstrated and the usage feasibility of Block SVD-based image compression is proved.

scholarly journals Image Compression using Singular Value Decomposition

IJARCCE ◽  
2016 ◽  
Vol 5 (12) ◽  
pp. 208-211 ◽  
Author(s):  
Mr. B Venkata seshaiah ◽  
Ms. Roopadevi K N ◽  
Stafford Michahial
Keyword(s):  
Singular Value Decomposition ◽  
Image Compression ◽  
Singular Value ◽  
Value Decomposition
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