DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, S | ko |
dc.contributor.author | Kweon, In-So | ko |
dc.date.accessioned | 2013-03-07T18:25:55Z | - |
dc.date.available | 2013-03-07T18:25:55Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2006 | - |
dc.identifier.citation | COMPUTER VISION - ACCV 2006, PT II BOOK SERIES: LECTURE NOTES IN COMPUTER SCIENCE, v.3852, pp.305 - 314 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.uri | http://hdl.handle.net/10203/90926 | - |
dc.description.abstract | In this paper, we present a new, biologically inspired perceptual feature to solve the selectivity and invariance issue in object recognition. Based on the recent findings in neuronal and cognitive mechanisms in human visual systems, we develop a computationally efficient model. An effective form of a visual part detector combines a radial symmetry detector with a corner-like structure detector. A general context descriptor encodes edge orientation, edge density, and hue information using a localized receptive field histogram. We compare the proposed perceptual feature (C-RIF: generalized robust invariant feature) with the state-of-the-art feature, SIFT, for feature-based object recognition. The experimental results validate the robustness of the proposed perceptual feature in object recognition. | - |
dc.language | English | - |
dc.publisher | SPRINGER-VERLAG BERLIN | - |
dc.subject | INTEREST POINT DETECTORS | - |
dc.subject | RECOGNITION | - |
dc.subject | SCALE | - |
dc.subject | V4 | - |
dc.title | Biologically motivated perceptual feature: Generalized robust invariant feature | - |
dc.type | Article | - |
dc.identifier.wosid | 000235773200031 | - |
dc.identifier.scopusid | 2-s2.0-33744931891 | - |
dc.type.rims | ART | - |
dc.citation.volume | 3852 | - |
dc.citation.beginningpage | 305 | - |
dc.citation.endingpage | 314 | - |
dc.citation.publicationname | COMPUTER VISION - ACCV 2006, PT II BOOK SERIES: LECTURE NOTES IN COMPUTER SCIENCE | - |
dc.contributor.localauthor | Kweon, In-So | - |
dc.contributor.nonIdAuthor | Kim, S | - |
dc.type.journalArticle | Article; Proceedings Paper | - |
dc.subject.keywordPlus | INTEREST POINT DETECTORS | - |
dc.subject.keywordPlus | RECOGNITION | - |
dc.subject.keywordPlus | SCALE | - |
dc.subject.keywordPlus | V4 | - |
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