NDLI: Implementation of face detection algorithm based on KL-Gaussian Model on DSP

Content Provider	IEEE Xplore Digital Library
Author	Hezhi Lin Kunqing Wu Xiangping Kong Lianfen Huang Zhiyuan Shi Siyan Chen
Copyright Year	2012
Description	Author affiliation: Dept. of Electronic Engineering, Xiamen University, Xiamen, China (Lianfen Huang; Zhiyuan Shi; Siyan Chen) \|\| Dept. of Communication Engineering, Xiamen University, Xiamen, China (Hezhi Lin; Kunqing Wu; Xiangping Kong)
Abstract	Human face detection plays an important role in applications such as secure access, video surveillance. In view of the poor detection rate and low speed of the detection for faces in profile view, pose varied and complex background, this paper proposes the KL-Gaussian Model algorithm in YCbCr color space for face detection, which is designed and implemented on the TMS320DM6437 platform. Furthermore, to develop the DSP platform advantage, the optimization scheme for our designed face detection system is proposed. The result shows that the performance of the system is good with high detection rate and good robustness in the condition that faces with different poses and angles, which is significant to the intelligent development of video surveillance system.
Starting Page	1
Ending Page	4
File Size	333208
Page Count	4
File Format	PDF
ISBN	9781467321440
ISSN	21635048
e-ISBN	9781467321457
e-ISBN	9781467321433
DOI	10.1109/ICASID.2012.6325324
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-08-24
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis KL Transform Digital signal processing Transforms Color Guassian Modeling Face detection Face Optimization
Content Type	Text
Resource Type	Article

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