Generalized Weber-face for illumination-robust face recognition | |
Wu Y.1,2; Jiang Y.1,2; Zhou Y.3![]() | |
2014 | |
Source Publication | Neurocomputing
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ISSN | 9252312 |
Volume | 136Pages:262 |
Abstract | Robust face recognition under uncontrolled illumination conditions is one of the key challenges for real-time face recognition systems. Weber-face (WF) is an illumination insensitive face representation based on Weber' law. In this letter, we develop a generalized Weber-face (GWF) which extracts the statistics of multi-scale information from face images. By assigning different weights to the inner-ground and outer-ground we further develop a weighted GWF (wGWF) version. Based on our experiments on the extended Yale-B and FERET face database we show that the proposed methods are robust to illumination variations and can obtain promising performance comparable with existing approaches. © 2014 Elsevier B.V. |
Keyword | Face Recognition Illumination Insensitive Representation Multi-scale Information Weber-face |
DOI | http://doi.org/10.1016/j.neucom.2014.01.006 |
URL | View the original |
Indexed By | SCI |
Language | 英语 |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence |
WOS ID | WOS:000335708800026 |
The Source to Article | Scopus |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Zhou Y. |
Affiliation | 1.Tsinghua Univ, Grad Sch Shenzhen, Dept Elect Engn, Beijing, Peoples R China 2.Shenzhen Key Lab Informat Sci & Technol, Guangzhou, Guangdong, Peoples R China 3.Univ Macau, Dept Comp & Informat Sci, Macau, Peoples R China |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Wu Y.,Jiang Y.,Zhou Y.,et al. Generalized Weber-face for illumination-robust face recognition[J]. Neurocomputing,2014,136:262. |
APA | Wu Y.,Jiang Y.,Zhou Y.,Li W.,Lu Z.,&Liao Q..(2014).Generalized Weber-face for illumination-robust face recognition.Neurocomputing,136,262. |
MLA | Wu Y.,et al."Generalized Weber-face for illumination-robust face recognition".Neurocomputing 136(2014):262. |
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