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Theses

Techniques de codage d'images basées représentations parcimonieuses de scènes et prédiction spatiale multi-patches

Safa Chérigui 1, 2
2 Sirocco - Analysis representation, compression and communication of visual data
Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
Abstract : In recent years, video compression field has increased significantly since the apparitionof H.264/AVC standard and of its successor HEVC. Spatial prediction in these standardsare based on the unidirectional propagation of neighboring pixels. Although very effectiveto extend pattern with the same characteristics, this prediction has limited performances toextrapolate complex textures. This thesis aims at exploring new spatial prediction schemesto improve the current intra prediction techniques, by extending these local schemes toglobal, multidimensional and multi-patches schemes. A hybrid prediction method based ontemplate and block matching is first investigated. This hybrid approach is then extended tomulti-patchs-based prediction of type "Neighbor Embedding" (NE). The other part of thisthesis is dedicated to the study of epitome image within the scope of image compression.The idea is to exploit spatial redundancies in the original image in order to first extracta summary image containing the texture patches the most representative of the image,and then use this compacted representation to rebuild the original image. The conceptof epitome has been incorporated in two compression schemes, one of these algorithms isin rupture with the traditional techniques since the image blocks are processed, both atencoder and decoder sides, in a spatial order that depends on the image content and this inthe interest of propagating image structures. In this last compression algorithm, extendedH.264 Intra directional prediction modes and advanced multi-patches prediction methodshave been also included. These different solutions have been integrated in a H.264/AVCencoder in order to assess their coding performances with respect to H.264 intra modesand the state of the art relative to these different techniques
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Theses
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https://hal.inria.fr/tel-01093920
Contributor : Olivier Le Meur <>
Submitted on : Thursday, December 11, 2014 - 12:47:14 PM
Last modification on : Friday, July 10, 2020 - 4:07:01 PM
Long-term archiving on: : Thursday, March 12, 2015 - 10:41:43 AM

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  • HAL Id : tel-01093920, version 1

Citation

Safa Chérigui. Techniques de codage d'images basées représentations parcimonieuses de scènes et prédiction spatiale multi-patches. Traitement des images [eess.IV]. Université de Rennes 1, 2014. Français. ⟨tel-01093920⟩

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