Illumination-robust face recognition using an efficient mirror technique

Ping Cheng Hsieh, Pi Cheng Tung

研究成果: 書貢獻/報告類型會議論文篇章同行評審

2 引文 斯高帕斯(Scopus)

摘要

In this paper, we propose a novel illumination compensation method for face recognition under variable lighting. This method using an efficient mirror technique can solve the drawbacks of the traditional algorithms such as histogram equalization (HE) and region-based histogram equalization (RHE). Among others, the proposed method has the following advantages: (1) it is very simple so it is easily implemented in a real-time face recognition system; (2) it is able to reinforce key facial features and to standardize other parts of the face; and (3) it can apply directly to single face image without any prior information of light source direction. The experimental results on the Yale B database reveal that the proposed method has rather excellent recognition accuracy.

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主出版物標題Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09
DOIs
出版狀態已出版 - 2009
事件2009 2nd International Congress on Image and Signal Processing, CISP'09 - Tianjin, China
持續時間: 17 10月 200919 10月 2009

出版系列

名字Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09

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???event.eventtypes.event.conference???2009 2nd International Congress on Image and Signal Processing, CISP'09
國家/地區China
城市Tianjin
期間17/10/0919/10/09

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