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Characterization and selection of light field content for perceptual assessment

Authors :
Marco Carli
Federica Battisti
Patrick Le Callet
Pradip Paudyal
Jesus Gutierrez
Roma Tre University
Laboratoire des Sciences du Numérique de Nantes (LS2N)
IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT)-Université de Nantes - UFR des Sciences et des Techniques (UN UFR ST)
Université de Nantes (UN)-Université de Nantes (UN)-École Centrale de Nantes (ECN)-Centre National de la Recherche Scientifique (CNRS)
Image Perception Interaction (IPI)
Université de Nantes (UN)-Université de Nantes (UN)-École Centrale de Nantes (ECN)-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
Digital Signal Processing Multimedia & Optical Communications Laboratory [Rome] (COMLAB)
Università degli Studi Roma Tre
Pradip Paudyal, Jesus Gutierrez, Patrick Le Callet, Marco Carli, Federica Battisti
Paudyal, Pradip
Jesus, Gutierrez
Le Callet, Patrick
Carli, Marco
Battisti, Federica
Université de Nantes - UFR des Sciences et des Techniques (UN UFR ST)
Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT)
Source :
2017 Ninth International Conference on Quality of Multimedia Experience (IEEE QoMEX), 2017 Ninth International Conference on Quality of Multimedia Experience (IEEE QoMEX), 2017, Erfurt, Germany, QoMEX
Publication Year :
2017
Publisher :
HAL CCSD, 2017.

Abstract

Light field technology may have a positive impact on several multimedia applications thanks to novel ways to explore the captured scenes, such as changing the parallax (horizontally and vertically) and refocusing the content. These innovative use cases require new considerations that affect the whole processing chain, from content acquisition to visualization, as well as the methodologies for quality evaluation. In particular, capturing and selecting the appropriate content is crucial for a successful development and evaluation of audiovisual technologies. Thus, this paper presents a framework addressing the reconsideration of the space of attributes for an adequate characterization of light field data. Firstly, an exhaustive characterization of light field content is described, based on various particular features, including depth and refocusing properties to traditional spatial, temporal, and color indicators. Then, based on this characterization, specific techniques are proposed for an effective selection of light field content for perceptual quality assessment.

Details

Language :
English
Database :
OpenAIRE
Journal :
2017 Ninth International Conference on Quality of Multimedia Experience (IEEE QoMEX), 2017 Ninth International Conference on Quality of Multimedia Experience (IEEE QoMEX), 2017, Erfurt, Germany, QoMEX
Accession number :
edsair.doi.dedup.....e5bc0d9e39a543e16fbb18341ea1eee3