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Hyperbolic Wavelet Transform for Historic Photographic Paper Classification Challenge

Roux, Stéphane and Abry, Patrice and Wendt, Herwig and Jaffard, Stéphane and Vedel, Béatrice Hyperbolic Wavelet Transform for Historic Photographic Paper Classification Challenge. (2015) In: 48th Annual Asilomar Conference on Signals, Systems, and Computers (ASILOMAR 2014), 2 November 2014 - 5 November 2014 (Pacific Grove, United States).

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Official URL: http://dx.doi.org/10.1109/ACSSC.2014.7094631

Abstract

Photographic paper texture characterization constitutes a challenging image processing task and an important stake both for manufacturers and art museums. The present contribution shows how the Hyperbolic Wavelet Transform, thanks to its joint multiscale and anisotropie nature, permits to achieve an accurate photographic paper texture analysis and characterization. A cepstral-type distance, constructed on the coefficients of the Hyperbolic Wavelet Transform, is then used to measure similarity between pairs of paper textures. Spectral clustering followed by Ascendant Hierarchical Clustering applied to the similarity matrix enables an unsupervised classification of photographic paper sheets. This methodology is applied to a test dataset made available in the framework of the Historic Photographic Paper Classification Challenge. The relevance of the proposed texture characterization and classification procedure is assessed by comparisons against the database documentation provided by experts.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in XXX. Electronic ISBN: 978-1-4799-8297-4 The original PDF of the article can be found at: http://ieeexplore.ieee.org/document/7094631/ Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-01394661
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Other partners > Ecole Normale Supérieure de Lyon - ENS de Lyon (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université Paris Est Créteil Val de Marne - UPEC (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université de Bretagne Sud - UBS (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:25 Oct 2016 14:08

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