Highly accurate and fast face recognition using near infrared images
文献类型：期刊论文
| 作者 | Li, SZ; Chu, RF; Ao, M; Zhang, L; He, R; Zhang, D; Jain, AK; Ran He
|
| 刊名 | ADVANCES IN BIOMETRICS, PROCEEDINGS
 |
| 出版日期 | 2006 |
| 卷号 | 3832页码:151-158 |
| 英文摘要 | In this paper, we present a highly accurate, realtime face recognition system for cooperative user applications. The novelties are: (1) a novel design of camera hardware, and (2) a learning based procedure for effective face and eye detection and recognition with the resulting imagery. The hardware minimizes environmental lighting and delivers face images with frontal lighting. This avoids many problems in subsequent face processing to a great extent. The face detection and recognition algorithms are based on a local feature representation. Statistical learning is applied to learn most effective features and classifiers for building face detection and recognition engines. The novel imaging system and the detection and recognition engines are integrated into a powerful face recognition system. Evaluated in real-world user scenario, a condition that is harder than a technology evaluation such as Face Recognition Vendor Tests (FRVT), the system has demonstrated excellent accuracy, speed and usability. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000235768300021 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9202]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Ctr Biometr & Secur Res, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li, SZ,Chu, RF,Ao, M,et al. Highly accurate and fast face recognition using near infrared images[J]. ADVANCES IN BIOMETRICS, PROCEEDINGS,2006,3832:151-158. |
| APA | Li, SZ.,Chu, RF.,Ao, M.,Zhang, L.,He, R.,...&Ran He.(2006).Highly accurate and fast face recognition using near infrared images.ADVANCES IN BIOMETRICS, PROCEEDINGS,3832,151-158. |
| MLA | Li, SZ,et al."Highly accurate and fast face recognition using near infrared images".ADVANCES IN BIOMETRICS, PROCEEDINGS 3832(2006):151-158. |
入库方式： OAI收割
来源：自动化研究所
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