Title :
Data compression of light field using wavelet packet
Author :
Dong, Xu ; Qionghan, Dai ; Wenli, Xu
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing
Abstract :
A disparity-compensated compression scheme for light fields is presented. In contrast to prior disparity-compensated based codecs we perform disparity estimating and image predicting in subbands not directly in the original images. In our approach, firstly the original images are decomposed into subbands using the wavelet packet transform, and then the corresponding wavelet packet bases are divided into predictable bases and unpredictable bases by some criteria. In coding, the hierarchical structure proposed by Magnor (1999) is used, and the subbands corresponding to the predictable and unpredictable basis are added sequentially by relative energy until the reconstructed images meet the pre-established reconstruction quality. Except for high compression ratios our approach also provides scalability to some extent. Experiments for two standard light fields verify the efficiency of our approach
Keywords :
data compression; image coding; image reconstruction; rendering (computer graphics); wavelet transforms; compression ratios; data compression; disparity estimation; disparity-compensated compression; image prediction; image subbands; light field; predictable bases; reconstructed images; reconstruction quality; scalability; unpredictable bases; wavelet packet; wavelet packet transform; Automation; Data compression; Decoding; Image coding; Image reconstruction; Layout; Rendering (computer graphics); Vector quantization; Wavelet packets; Wavelet transforms;
Conference_Titel :
Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8603-5
DOI :
10.1109/ICME.2004.1394394