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
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;
Conference_Titel :
e-Learning in Industrial Electronics (ICELIE), 2013 7th IEEE International Conference on
Conference_Location :
Vienna
DOI :
10.1109/ICELIE.2013.6701290