Title | Using RBF networks to map GWT ridge images to pose |
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Authors | Psarrou, A. and Tanner, J. |
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Type | Conference paper |
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Abstract | A Pose estimation system is proposed that uses an RBF network to map Gabor Wavelet Transformations (GWT) of faces to a pose angle. In particular we show (a) how the functional description of the GWT face images can be used for their parameterisation and reduction of their dimensionality and (b) how the dimensionality reduced GWT images can lead to the definition of a ridge pose space V where the face representations are sparsified and the distance measure in V correlates well with the perceived image similarity. |
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Year | 1998 |
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Conference | Third Asian Conference on Computer Vision (ACCV'98) |
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Publisher | Springer Nature |
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Publication dates |
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Published | 1998 |
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Journal | Lecture Notes in Computer Science |
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ISSN | 1611-3349 |
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| 0302-9743 |
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Book title | Computer Vision - ACCV'98 |
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ISBN | 9783540639305 |
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| 9783540696698 |
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Digital Object Identifier (DOI) | https://doi.org/10.1007/3-540-63930-6_180 |
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Web address (URL) | http://www.scopus.com/inward/record.url?eid=2-s2.0-84957381729&partnerID=MN8TOARS |
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