DocumentCode
3377728
Title
Orthogonal 4-tap integer multiwavelet transforms using matrix factorization
Author
Jing, Mingli ; Huang, Hua ; Liu, WuLing ; Qi, Chun
Author_Institution
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
393
Lastpage
396
Abstract
An algorithm for orthogonal 4-tap integer multiwavelet transforms is proposed. Some remarkable properties of orthogonal matrix are presented. Furthermore, the transform matrix is rewritten in a product of two block diagonal matrices and a permutation matrix by the singular value decomposition (SVD) of block recursive matrices. Each block of block diagonal matrices is factorized into triangular elementary reversible matrices (TERMs), which can map integers to integers by rounding arithmetic. Experiment results show that the proposed algorithm is an executable algorithm and outperforms the existing orthogonal 4-tap integer multiwavelet transform algorithm.
Keywords
image processing; matrix decomposition; singular value decomposition; wavelet transforms; block diagonal matrices; block recursive matrices; matrix factorization; orthogonal 4-tap integer multiwavelet transform algorithm; permutation matrix; rounding arithmetic; singular value decomposition; transform matrix; triangular elementary reversible matrices; Entropy; Image coding; Matrix converters; Matrix decomposition; Signal processing algorithms; Wavelet transforms; 4-tap; Integer transform; Multiwavelet; SVD; Triangular elementary reversible matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5654201
Filename
5654201
Link To Document