Title :
Generalized bitplane-by-bitplane shift method for JPEG2000 ROI coding
Author :
Wang, Zhou ; Banerjee, Serene ; Evans, Brian L. ; Bovik, Alan C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
Abstract :
One interesting feature of the new JPEG2000 image coding standard is support of region of interest (ROI) coding using the maximum shift (Maxshift) method, which allows for arbitrarily shaped ROI image compression without shape coding or explicitly transmitting any shape information to the decoder. The major disadvantage of the Maxshift method is that it cannot adjust the scaling value which determines the degree of relative importance between the ROI and the background wavelet coefficients. The bitplane-by-bitplane shift (BbBShift) method was introduced to support both arbitrary ROI shape and arbitrary scaling without shape coding. We propose a generalized BbBShift (GBbBShift) method, which delivers much more flexibility than both Maxshift and BbBShift for "degree-of-interest" adjustment of the ROI with insignificant effect on coding efficiency and computational complexity. Experiments show that it can provide significantly better visual quality than Maxshift at low bit rates. GBbBShift is not compliant with the current JPEG2000 definitions. In order to use it, a new ROI coding mode would need to be added to the standard.
Keywords :
data compression; image coding; transform coding; wavelet transforms; JPEG2000; ROI coding; arbitrary scaling; computational complexity; generalized bitplane-by-bitplane shift method; image compression; maximum shift method; region of interest coding; visual quality; wavelet coefficients; Bit rate; Code standards; Decoding; Image coding; Image reconstruction; Laboratories; Shape; Wavelet coefficients; Wavelet transforms;
Conference_Titel :
Image Processing. 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7622-6
DOI :
10.1109/ICIP.2002.1038908