Title :
An improved block matching and prediction algorithm for multi-view video with distributed video codec
Author :
Chen, Ching-Hua ; Lee, Shih-Chieh ; Chen, Jiann-Jone
Author_Institution :
EE Dept., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Abstract :
With the advance of multi-view video codec (MVC) technology, the multimedia platform can display videos of different views. The distributed video coder (DVC) that adopts the Wynzer-Ziv (WZ) codec can shift encoding complexity to decoder under the MVC framework, denoted as multi-view DVC (MDVC), for possible low-complexity encoder applications. For side information (SI) generation, the intra- and inter-view video correlations among images in MDVC were exploited to improve the SI confidence to yield better reconstructed WZ images. We proposed a new block matching and prediction (BMP) algorithm based on Scale Invariant Feature Transform, abbreviated as SIFT-BMP, to yield more accurate SI to improve the reconstructed video quality. Simulations verified that the proposed SIFT-BMP yielded more accurate SI and higher PSNR of reconstructed images, as compared to previous methods. The PSNR improvements are 1.6~2.5 dB and higher, as compared to MCTI and H.264/AVC, for medium to high complexity videos.
Keywords :
data compression; decoding; image matching; image reconstruction; transforms; video codecs; video coding; H.264-AVC; MCTI; MDVC technology; PSNR; SI generation; SIFT-BMP; WZ codec; Wynzer-Ziv codec; distributed video codec; image reconstruction; improved block matching; interaview video correlations; interview video correlations; multiview DVC; multiview video codec technology; prediction algorithm; scale invariant feature transform; side information generation; Complexity theory; Correlation; Decoding; Encoding; Image reconstruction; PSNR; Silicon; Wyner-Ziv codec; block motion estimation; multi-view video coding; side information;
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2011.6012078