DocumentCode
667131
Title
The 5/3 and 9/7 wavelet filters study in a sub-bands image coding
Author
Hassen, Wissal ; Amiri, Hamid
Author_Institution
Signal, Image & Inf. Technol. Lab. (SITI-LR), Nat. Eng. High Sch. of Tunis, Belvedere, Tunisia
fYear
2013
fDate
10-13 Nov. 2013
Firstpage
150
Lastpage
154
Abstract
The object of image compression is to minimize redundant information. This redundancy is due to correlation between adjacent pixels in a digital image. Different approaches with variable efficacies deal with this type of redundancy; the decomposition into sub-bands either through discrete cosine transforms or through discrete wavelet transforms is generally used. In this work, we are interested in spatial sub-bands coding with wavelet decomposition and we present in this context a comparative study between 5/3 and 9/7 wavelet filters and the variation of the decoded image quality depending on the level of wavelet decomposition. We support our study by objective and subjective quality assessments.
Keywords
discrete cosine transforms; discrete wavelet transforms; filtering theory; image coding; 5/3 wavelet filters; 9/7 wavelet filters; adjacent pixels; decoded image quality; digital image; discrete cosine transforms; discrete wavelet transforms; image compression; spatial subbands coding; subbands image coding; wavelet decomposition; image quality assessment; sub-bands image coding; wavelets transformation;
fLanguage
English
Publisher
ieee
Conference_Titel
e-Learning in Industrial Electronics (ICELIE), 2013 7th IEEE International Conference on
Conference_Location
Vienna
Type
conf
DOI
10.1109/ICELIE.2013.6701290
Filename
6701290
Link To Document