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A new Log-Polar Mapping for Space Variant Imaging : Application to Face Detection and Tracking

Frédéric Jurie 1
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LASMEA - Laboratoire des sciences et matériaux pour l'électronique et d'automatique
Abstract : Space-variant images (images whose resolution changes across the image) supply a powerful image representation for active vision systems. In this article a new log-polar mapping is presented. The main originality of this mapping is its great flexibility. Unlike other approaches the range of the logarithmic function used for the mapping can be fully specified (width and position). In this paper we also propose several efficient algorithms performing basic operations on these images. The originality of the proposed encoding is that log-polar pixels are a fractional part of rectangular pixels. Finally, we present some experimental results describing the use of this mapping in a face detection and tracking application.
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https://hal.inria.fr/inria-00548322
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Submitted on : Monday, December 20, 2010 - 8:43:20 AM
Last modification on : Wednesday, April 21, 2021 - 8:34:03 AM

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Frédéric Jurie. A new Log-Polar Mapping for Space Variant Imaging : Application to Face Detection and Tracking. Pattern Recognition, Elsevier, 1999, 32 (5), pp.865-875. ⟨10.1016/S0031-3203(98)00096-X⟩. ⟨inria-00548322⟩

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