Title :
A relative quality controlled region-of-interest image coding based on wavelet transform
Author :
Fukuma, S. ; Ito, M. ; Imajo, C. ; Nishimur, S. ; Nawate, M.
Author_Institution :
Dept. of Electron. & Control Syst. Eng., Shimane Univ., Matsue, Japan
Abstract :
A region-of-interest (ROT) image coding based on wavelet transform that can control the image quality between ROT and region-of-non-interesting (non-ROI) under a constrained quantity of information is proposed in this paper. We introduce a scalar parameter referred as β to control, and β is ratio of the quality ROT to non-ROI and is relative measure. Assignment of the total quantity of information, i.e. bit-rate, to each region can be derived analytically by the method of Lagrange multipliers. A method which can reduce the information quantity of the shape of ROI/nonROI to be transmitted to the receive end as a side-information will be also proposed. Our method can avoid so many information loss for nonROI at lower constrained bit-rate caused in JPEG-2000, therefore the subjective image quality for whole of restored image will be improved, maintaining the quality of ROT is higher than the non-ROI.
Keywords :
image coding; wavelet transforms; JPEG-2000; Lagrange multipliers; bit-rate; constrained quantity; image quality; region-of-interest image coding; relative quality controlled ROI image coding; scalar parameter; wavelet transform; Bit rate; Control systems; Image coding; Image quality; Image restoration; Information analysis; Shape; Systems engineering and theory; Wavelet coefficients; Wavelet transforms;
Conference_Titel :
Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on
Print_ISBN :
0-7803-7523-8
DOI :
10.1109/MWSCAS.2002.1187257