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Frederic Dufaux

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Quality evaluation of point clouds: a novel no-reference approach using transformer-based architecture

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Mar 15, 2023
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frederic Dufaux

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PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment

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Nov 04, 2022
Marouane Tliba, Aladine Chetouani, Giuseppe Valenzise, Frederic Dufaux

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G-SemTMO: Tone Mapping with a Trainable Semantic Graph

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Aug 30, 2022
Abhishek Goswami, Erwan Bernard, Wolf Hauser, Frederic Dufaux, Rafal Mantiuk

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A deep perceptual metric for 3D point clouds

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Feb 25, 2021
Maurice Quach, Aladine Chetouani, Giuseppe Valenzise, Frederic Dufaux

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Improved Deep Point Cloud Geometry Compression

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Jun 24, 2020
Maurice Quach, Giuseppe Valenzise, Frederic Dufaux

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Folding-based compression of point cloud attributes

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Feb 11, 2020
Maurice Quach, Giuseppe Valenzise, Frederic Dufaux

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Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification

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Oct 04, 2019
Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frederic Dufaux

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Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods

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Oct 03, 2019
Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frederic Dufaux

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Deep Tone Mapping Operator for High Dynamic Range Images

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Aug 12, 2019
Aakanksha Rana, Praveer Singh, Giuseppe Valenzise, Frederic Dufaux, Nikos Komodakis, Aljosa Smolic

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Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression

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Mar 20, 2019
Maurice Quach, Giuseppe Valenzise, Frederic Dufaux

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