DocumentCode
569131
Title
Source Distortion Temporal Propagation Model for Motion Compensated Video Coding Optimization
Author
Tianwu Yang ; Ce Zhu ; Xiaojiu Fan ; Qiang Peng
Author_Institution
Adv. Robot. & Intell. Control Centre, Singapore Polytech., Singapore, Singapore
fYear
2012
fDate
9-13 July 2012
Firstpage
85
Lastpage
90
Abstract
Rate-distortion optimization (RDO) is widely employed to maximize coding efficiency in hybrid video coding. Due to an extensive use of spatial-temporal predictions in video coding, a global RDO problem becomes so complex that the processing of each coding unit (e.g. a macro block) is dependent and entangled each other. Usually the RDO is simply performed for each coding unit individually and independently, thus compromising the RDO performance significantly. In this paper, we examine temporal dependent RDO by developing a novel source distortion temporal propagation (SDTP) model, which takes into account the influence of a current coding macro block to future macro blocks in its temporal propagation chain. Accordingly estimations of the influence and the corresponding Lagrange multiplier for the proposed SDTP-based RDO are obtained. Experimental results show consistently a significant coding gain of the proposed scheme over H.264/AVC.
Keywords
motion compensation; optimisation; rate distortion theory; video coding; H.264/AVC; Lagrange multiplier; SDTP model; global RDO problem; hybrid video coding; motion compensated video coding optimization; rate-distortion optimization; source distortion temporal propagation model; spatial-temporal predictions; temporal dependent RDO; Entropy coding; Optimization; Quantization; Rate-distortion; Transforms; Video coding; Hybrid Video Coding; Rate Distortion Optimization (RDO); Source Distortion Propagation;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo (ICME), 2012 IEEE International Conference on
Conference_Location
Melbourne, VIC
ISSN
1945-7871
Print_ISBN
978-1-4673-1659-0
Type
conf
DOI
10.1109/ICME.2012.171
Filename
6298379
Link To Document