Title :
Region-Based Embedded Image Coding using Partial Subbands Maximum Bitplanes Shift
Author :
Han, Xian-zhong ; Zhang, Li-bao
Author_Institution :
Coll. of Inf. Sci. & Technol., Agric. Univ. of Hebei, Baoding
Abstract :
The region of interest (ROI) coding is an important application of region-based still image coding and can encode these significant regions with higher quality than others (background). In this paper, we present a new region-based image coding method called partial subbands maximum bitplanes shift (PSMBShift). The new method applies different scaling strategies for the different frequency subbands of wavelet image. In low and mediate frequency subbands, the maxshift method recommended by JPEG2000 standard is used to scale all bitplanes of the ROI coefficients. In high frequency subbands, only the partial most significant bitplanes of the ROI coefficients are scaled and the other bitplanes of the ROI coefficients are obtained in original position. The experiments show that the PSMBShift method can not only combine the advantages of the two standard methods of JPEG2000, but also can control efficiently the quality between the ROIs and BG by adjusting scaling values of high frequency subbands
Keywords :
data compression; image coding; wavelet transforms; JPEG2000 standard; ROI coefficients; high frequency subbands; partial subband maximum bitplane shift; region-based embedded image coding; region-based still image coding; wavelet image; Bandwidth; Bit rate; Cybernetics; Decoding; Digital images; Educational institutions; Electronic mail; Frequency; Image coding; Image reconstruction; Image storage; Information science; Machine learning; Transform coding; Image compression; Maxshift method; bitplane shift; region of interest; region-based image coding;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258747