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Learning-based PCC via Unfolding of 3D Point Clouds

 Jiahao Pang , Dong Tian , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
United States, Patent n° : United States Patent Application No. 63/213,654. 2021
Brevet hal-04322485v1
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Combination of Deep Learning-based and Handcrafted Features for Blind Image Quality Assessment

 Aladine Chetouani , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
9th European Workshop on Visual Information Processing (EUVIP 2021), Jun 2021, Paris (virtual), France. pp.1-6, ⟨10.1109/EUVIP50544.2021.9484013⟩
Communication dans un congrès hal-03231269v1
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Survey on Deep Learning-based Point Cloud Compression

 Maurice Quach , Jiahao Pang , Dong Tian , Giuseppe Valenzise , Frédéric Dufaux
Frontiers in Signal Processing, 2022, 2, ⟨10.3389/frsip.2022.846972⟩
Article dans une revue hal-03579360v1
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A Deep Point Cloud Geometry Coding Toolbox

 Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Jul 2021, Shenzhen, China. pp.1-2, ⟨10.1109/ICMEW53276.2021.9455986⟩
Communication dans un congrès hal-03231402v1
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Improved Deep Point Cloud Geometry Compression

 Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
IEEE International Workshop on Multimedia Signal Processing (MMSP'2020), Sep 2020, Tampere, Finland. pp.1-6, ⟨10.1109/MMSP48831.2020.9287077⟩
Communication dans un congrès hal-02910180v1

Outlier Grouping based Point Cloud Compression

 Jiahao Pang , Dong Tian , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
United States, Patent n° : United States Patent Application No. 63/281,803. 2021
Brevet hal-04322490v1
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Deep learning-based blind quality assessment of 3D point clouds without reference

 Aladine Chetouani , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Jul 2021, Shenzhen (virtual), China. pp.1-6, ⟨10.1109/ICMEW53276.2021.9455967⟩
Communication dans un congrès hal-03198099v1
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Convolutional Neural Network for 3D Point Cloud Quality Assessment with Reference

 Aladine Chetouani , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
IEEE International Workshop on Multimedia Signal Processing (MMSP'2021), Oct 2021, Tampere, Finland. pp.1-6, ⟨10.1109/MMSP53017.2021.9733565⟩
Communication dans un congrès hal-03298952v1
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Learning-based 3D point cloud quality assessment using a support vector regressor

 Aladine Chetouani , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
Image Quality and System Performance, IS&T International Symposium on Electronic Imaging (EI 2022), Jan 2022, San Francisco, United States. ⟨10.2352/EI.2022.34.9.IQSP-385⟩
Communication dans un congrès hal-03562256v1
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Learning Convolutional Transforms for Lossy Point Cloud Geometry Compression

 Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
26th IEEE International Conference on Image Processing (ICIP 2019), Sep 2019, Taipei, Taiwan. pp.4320-4324, ⟨10.1109/ICIP.2019.8803413⟩
Communication dans un congrès hal-02116891v1
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BASICS: Broad Quality Assessment of Static Point Clouds in a Compression Scenario

 Ali Ak , Emin Zerman , Maurice Quach , Aladine Chetouani , Aljosa Smolic , et al.
IEEE Transactions on Multimedia, 2024, 26, pp.6730-6742. ⟨10.1109/TMM.2024.3355642⟩
Article dans une revue hal-04280304v2
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A deep perceptual metric for 3D point clouds

 Maurice Quach , Aladine Chetouani , Giuseppe Valenzise , Frédéric Dufaux
Image Quality and System Performance, IS&T International Symposium on Electronic Imaging (EI 2021), Jan 2021, San Francisco, United States. pp.257-1-257-7, ⟨10.2352/ISSN.2470-1173.2021.9.IQSP-257⟩
Communication dans un congrès hal-03108242v1

Learning-based Point Cloud Compression via Tearing Transform

 Dong Tian , Jiahao Pang , Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
United States, Patent n° : United States Patent Application No. 63/181,270. 2021
Brevet hal-04322454v1

State Summarization for Binary Voxel Grid Coding

 Maurice Quach , Jiahao Pang , Muhammad Asad Lodhi , Dong Tian , Giuseppe Valenzise , et al.
United States, Patent n° : United States Patent Application No. 63/275,511. 2021
Brevet hal-04322489v1
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Multiscale deep context modeling for lossless point cloud geometry compression

 Dat Thanh Nguyen , Maurice Quach , Giuseppe Valenzise , Pierre Duhamel
IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Jul 2021, Shenzhen (virtual), China. ⟨10.1109/ICMEW53276.2021.9455990⟩
Communication dans un congrès hal-03216378v1
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Lossless Coding of Point Cloud Geometry using a Deep Generative Model

 Dat Thanh Nguyen , Maurice Quach , Giuseppe Valenzise , Pierre Duhamel
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 31 (12), pp.4617 - 4629. ⟨10.1109/TCSVT.2021.3100279⟩
Article dans une revue hal-03321586v1
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Learning-based lossless compression of 3d point cloud geometry

 Dat Thanh Nguyen , Maurice Quach , Giuseppe Valenzise , Pierre Duhamel
IEEE International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto, Canada. ⟨10.1109/icassp39728.2021.9414763⟩
Communication dans un congrès hal-03141577v1

Point cloud compression

 Giuseppe Valenzise , Maurice Quach , Dong Tian , Jiahao Pang , Frédéric Dufaux
Immersive Video Technologies, Elsevier, 2022, 978-0-323-91755-1. ⟨10.1016/B978-0-32-391755-1.00019-5⟩
Chapitre d'ouvrage hal-03801036v1
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Folding-based Compression of Point Cloud Attributes

 Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
IEEE International Conference on Image Processing (ICIP’2020), Oct 2020, Abu Dhabi, United Arab Emirates. pp.3309-3313, ⟨10.1109/ICIP40778.2020.9191180⟩
Communication dans un congrès hal-02609423v1

A Toolbox for Deep Point Cloud Geometry Compression

 Maurice Quach , Giuseppe Valenzise , Frédéric Dufaux
2020
Logiciel hal-04330548v1
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