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Journal Article
SVM-based Face Verification with Feature Set of Small Size
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- Authors
- Kyunghee Lee, Yongwha Chug, Hyeran Byun
- Issue Date
- 2002-07
- Citation
- Electronics Letters, v.38, no.15, pp.787-789
- ISSN
- 0013-5194
- Publisher
- IET
- Language
- English
- Type
- Journal Article
- Abstract
- An efficient algorithm for face verification is presented, which uses support vector machines with the feature set extracted by genetic algorithms (GA). By using the GA in selecting the discriminating feature set, we obtain a high recognition rate even with a small amount of memory.
- KSP Keywords
- Efficient algorithms, Feature set, Genetic Algorithm, Recognition rate, Support VectorMachine(SVM), face verification, small size