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Radiometric confidence criterion for patch-based inpainting

Fayer, Julien and Morin, Géraldine and Gasparini, Simone and Daisy, Maxime and Coudrin, Benjamin Radiometric confidence criterion for patch-based inpainting. (2018) In: International Conference on Pattern Recognition (ICPR), 20 August 2018 - 24 August 2018 (Beijing, China).

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Official URL: https://doi.org/10.1109/ICPR.2018.8545350

Abstract

Diminished Reality (DR) consists in virtually removing objects from a captured scene, thus requiring a coherent filling of the areas originally hidden behind these objects. Indoor DR applications often exploit the planar geometry of the scene to apply an inpainting process on a perspectively undistorted view of the plane. In this paper we propose to integrate a novel, physic-based criterion into classical state-of-the-art inpainting algorithms in order to take into account the variations in image resolution of the undistorted view. The proposed inpainting process selects the patches and avoids the propagation of low-resolution data, i.e. patches corresponding to parts of the plane that are far from the camera or seen under an very skew angle. We illustrate the improvements of DR results on synthetic and real images.

Item Type:Conference or Workshop Item (Poster)
Additional Information:Thanks to the IEEE (Institute of Electrical and Electronics Engineers). This paper is available at : https://ieeexplore.ieee.org/document/8545350 “© 2018 IEEE. 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.
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > InnerSense (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Laboratory name:
Funders:
CIFRE ANRT 2016/0139
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Deposited By: Simone GASPARINI
Deposited On:19 Dec 2018 10:45

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