Title :
Object Geometry Based Error Resilient Video Coding
Author :
Yizhi Gao ; Jin Wang ; Xin Chen ; Daqing Zhang ; Xiaokang Yang ; Jia Wang
Author_Institution :
Inst. of Image Commun. & Inf. Process., Shanghai Jiao Tong Univ., China
Abstract :
We present an object geometry based error resilience method. We extract object geometry through analyzing motion vector field at the encoder using the iterative self-organizing data analysis technique algorithm. The extracted object geometry, in the form of an index map, is then embedded in the bitstream. At the decoder side, this information is exploited to recover motion vectors of corrupted macroblocks. The proposed method has been validated in MPEG2 codec in a standard-compliant way. Experimental results carried out on several sequences have shown that the proposed method outperforms two conventional temporal error concealment methods by an average PSNR gain of 0.9 dB and 1.5 dB, respectively.
Keywords :
data compression; feature extraction; geometry; image motion analysis; image sequences; iterative decoding; video codecs; video coding; MPEG2 codec; decoder; encoder; error resilience method; index map; iterative self-organizing data analysis technique; motion vector field analysis; object geometry extraction; sequence; video coding; Algorithm design and analysis; Codecs; Data analysis; Data mining; Geometry; Iterative algorithms; Iterative decoding; Motion analysis; Resilience; Video coding; Error resilience; data embedding; video coding;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312520