DocumentCode
649419
Title
A fast 8×8 integer Tchebichef transform and comparison with integer cosine transform for image compression
Author
Prattipati, Soni ; Ishwar, S. ; Swamy, M.N.S. ; Meher, Pramod Kumar
Author_Institution
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, QC, Canada
fYear
2013
fDate
4-7 Aug. 2013
Firstpage
1294
Lastpage
1297
Abstract
Presently, there is an undeniable need for novel transform coding techniques promising improved reconstruction and reduced computational complexity in the field of image and data compression. Discrete Tchebichef transform (DTT), though possessing valuable properties like energy compaction, is a potentially unexploited polynomial-based orthogonal transform, compared to the much popular Discrete Cosine transform (DCT). Specifically, integer DCT is widely used in the field of video compression in view of its ease of computation and acceptable performance. However, specific features of the image, such as the structure and content, profoundly influence the quality of the reconstructed image after decompression. This paper focuses on identifying areas where integer DTT might be an alternative to integer DCT for image compression. An integer-transform for the fast computation of 8×8 DTT that reduces the computational complexity significantly is proposed. The image compression performance of integer DTT and integer DCT are evaluated and compared.
Keywords
computational complexity; discrete cosine transforms; image coding; image reconstruction; transform coding; computational complexity; data compression; discrete cosine transform; fast 8×8 integer Tchebichef transform; image compression; image reconstruction; integer DCT; integer DTT; integer cosine transform; novel transform coding techniques; polynomial-based orthogonal transform; video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (MWSCAS), 2013 IEEE 56th International Midwest Symposium on
Conference_Location
Columbus, OH
ISSN
1548-3746
Type
conf
DOI
10.1109/MWSCAS.2013.6674892
Filename
6674892
Link To Document