Title :
ROI based complexity reduction algorithm for H.264 encoder
Author :
Zhang, Tianruo ; Jin, Xin ; Liu, Chen ; Wang, Minghui ; Goto, Satoshi
Author_Institution :
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu, Japan
Abstract :
This paper proposes a region-of-interest (ROI) based H.264/AVC encoder which reduces computational complexity. A proposed fast ROI detection algorithm which can detect face-like regions as ROIs is applied to obtain accurate and small ROI so as to reduce the necessary coding effort of the encoder. The complexity reduction algorithm contains 3 methods: (1) the inter prediction mode selection based on quality difference and ROI status, (2) unequal coding efficiency degradation based on unequal bits allocation, and (3) the ROI boundary enhancement to reduce the coding complexity of center MBs of ROI. Experimental results show that proposed novel ROI detection and complexity reduction scheme can reduce 76.10% simulation time when QP difference between ROI and non-ROI is 20. Compared with previous work, 19.09% of encoding time is further reduced with similar performance degradation.
Keywords :
computational complexity; video coding; H.264-AVC encoder; ROI based complexity reduction algorithm; ROI boundary enhancement; coding efficiency degradation; computational complexity; interprediction mode selection; quality difference; region-of-interest; unequal bits allocation; video coding standard; Algorithm design and analysis; Automatic voltage control; Computational complexity; Degradation; Detection algorithms; Encoding; H.264; ROI; computational complexity reduction;
Conference_Titel :
SoC Design Conference (ISOCC), 2010 International
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-8633-5
DOI :
10.1109/SOCDC.2010.5682927