DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, HJ | ko |
dc.contributor.author | Ryu, TW | ko |
dc.contributor.author | Lee, J | ko |
dc.contributor.author | Yang, Hyun-Seung | ko |
dc.date.accessioned | 2007-05-25T01:48:23Z | - |
dc.date.available | 2007-05-25T01:48:23Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2006 | - |
dc.identifier.citation | PRICAI 2006: TRENDS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS BOOK SERIES: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, v.4099, pp.1171 - 1175 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | http://hdl.handle.net/10203/332 | - |
dc.description.abstract | In this paper, we present a real-time face detection method based on hybrid neural networks. We propose a modified version of fuzzy min-max (FMM) neural network for feature analysis and face classification. A relevance factor between features and pattern classes is defined to analyze the saliency of features. The measure can be utilized for the feature selection to construct an adaptive skin-color filter. The feature extraction module employs a convolutional neural network (CNN) with a Gabor transform layer to extract successively larger features in a hierarchical set of layers. In this paper we first describe the behavior of the proposed FMM model, and then introduce the feature analysis technique for skin-color filter and pattern classifier. | - |
dc.description.sponsorship | Minister of Information and Communication and Minister of Commerce, Industry and Energy in KOREA | en |
dc.language | English | - |
dc.language.iso | en_US | en |
dc.publisher | SPRINGER-VERLAG BERLIN | - |
dc.subject | CLASSIFICATION | - |
dc.title | Face detection using an adaptive skin-color filter and FMM neural networks | - |
dc.type | Article | - |
dc.identifier.wosid | 000240091500155 | - |
dc.identifier.scopusid | 2-s2.0-33749549502 | - |
dc.type.rims | ART | - |
dc.citation.volume | 4099 | - |
dc.citation.beginningpage | 1171 | - |
dc.citation.endingpage | 1175 | - |
dc.citation.publicationname | PRICAI 2006: TRENDS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS BOOK SERIES: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE | - |
dc.embargo.liftdate | 9999-12-31 | - |
dc.embargo.terms | 9999-12-31 | - |
dc.contributor.localauthor | Yang, Hyun-Seung | - |
dc.contributor.nonIdAuthor | Kim, HJ | - |
dc.contributor.nonIdAuthor | Ryu, TW | - |
dc.contributor.nonIdAuthor | Lee, J | - |
dc.type.journalArticle | Article; Proceedings Paper | - |
dc.subject.keywordPlus | CLASSIFICATION | - |
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