DocumentCode
2654981
Title
VLSI architecture of a low complexity face detection algorithm for real-time video encoding
Author
Zhang, Tianruo ; Wang, Minghui ; Liu, Chen ; Goto, Satoshi
Author_Institution
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Fukuoka, Japan
fYear
2009
fDate
20-23 Oct. 2009
Firstpage
147
Lastpage
150
Abstract
Combining video encoder and content analyzer to improve the encoding efficiency by content-aware algorithms is very challenging now. For the aiming application of low cost hardware real-time encoder with face detection for videophone, this paper proposes a face detection algorithm to detect each macroblock (MB) as one part of a face or not. This face detection algorithm has a unique estimation-and-verification process and can be combined with a H.264 encoder by MB level pipeline architecture. 97.91% MBs in faces can be detected. VLSI architecture of proposed face detection algorithm is designed and an area of 4.3k gates is achieved. Power consumption is only 1.45mW at 100MHz. The detection speed achieves 1315fps in CIF sequences.
Keywords
VLSI; face recognition; video coding; videotelephony; H.264 encoder; VLSI architecture; content analyzer; content aware algorithm; estimation-and-verification process; low complexity face detection algorithm; power 1.45 mW; real time video encoding; video encoder; videophone face detection; Algorithm design and analysis; Bit rate; Computer architecture; Detectors; Encoding; Face detection; Hardware; Image coding; Pipelines; Very large scale integration; Face Detection; VLSI Architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
ASIC, 2009. ASICON '09. IEEE 8th International Conference on
Conference_Location
Changsha, Hunan
Print_ISBN
978-1-4244-3868-6
Electronic_ISBN
978-1-4244-3870-9
Type
conf
DOI
10.1109/ASICON.2009.5351587
Filename
5351587
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