Title :
Group testing for block transform image compression
Author :
Hong, Edwin S. ; Ladner, Richard E. ; Riskin, Eve A.
Author_Institution :
Dept. of Comput. Sci. & Eng., Washington Univ., Seattle, WA, USA
Abstract :
This paper introduces a new image coder based on several different block transforms and on group testing. It extends the Group Testing for Wavelets algorithm by replacing the discrete wavelet transform with the discrete cosine transform, and orthogonal and biorthogonal lapped transforms. In particular, we compare the performance of group testing on different block transforms, and show that on the standard Barbara image, the rate-distortion performance of the group testing on lapped biorthogonal transforms is significantly better than previous zerotree techniques based on the wavelet transform.
Keywords :
data compression; discrete cosine transforms; image coding; rate distortion theory; Group Testing for Wavelets algorithm; biorthogonal lapped transforms; block transforms; discrete cosine transform; image coder; image compression; orthogonal lapped transforms; performance; rate-distortion performance; Computer science; Discrete cosine transforms; Discrete transforms; Discrete wavelet transforms; Image coding; Performance evaluation; Rate-distortion; Scattering; Testing; Wavelet transforms;
Conference_Titel :
Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7147-X
DOI :
10.1109/ACSSC.2001.987028