Real-time face recognition for smart home applications

被引：5
|
作者：
Zuo, F [1 ]
de With, PHN [1 ]
机构：
[1] Eindhoven Univ Technol, EE Fac, NL-5600 MB Eindhoven, Netherlands
来源：
ICCE: 2005 INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, DIGEST OF TECHNICAL PAPERS | 2005年
关键词：
D O I：
10.1109/ICCE.2005.1429704
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
We propose a near real-time face recognition system for consumer/embedded applications. The system is embedded in an interconnected home environment and enables intelligent servicing by automatic identification of users. It consists of four processing steps: (1) face detection by stepwise pruning, (2) model-based facial feature extraction, (3) face normalization by affine warping, and (4) face recognition by discrimination analysis. The system has been applied in daily life rooms using ordinary cameras. Under these conditions, it achieves over 95% recognition rate and 4 frame/sec. processing speed.
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页码：35 / 36
页数：2
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