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hal-02523279v2  Conference papers
Duong NguyenMatthieu SimoninGuillaume HajduchRodolphe VadaineCédric Tedeschi et al.  Detection of Abnormal Vessel Behaviors from AIS data using GeoTrackNet: from the Laboratory to the Ocean
MBDW 2020 : 2nd Maritime Big Data Workshop part of MDM 2020 : 21st IEEE International Conference on Mobile Data Management, Jun 2020, Versailles, France. pp.264-268, ⟨10.1109/MDM48529.2020.00061⟩
tel-02073908v1  Theses
Nicolas Audebert. Classification de données massives de télédétection
Vision par ordinateur et reconnaissance de formes [cs.CV]. Université de Bretagne Sud, 2018. Français. ⟨NNT : 2018LORIS502⟩
tel-01960088v1  Theses
Jean Bégaint. Towards novel inter-prediction methods for image and video compression
Signal and Image Processing. Rennes 1, 2018. English
hal-03024210v2  Conference papers
Simon EvainChristine Guillemot. A Neural Network with Adversarial Loss for Light Field Synthesis from a Single Image
VISAPP 2021 - 16th International Conference on Computer Vision Theory and Applications, Feb 2021, Vienna, Austria. pp.1-10
hal-02428602v2  Journal articles
Simon EvainChristine Guillemot. A Lightweight Neural Network for Monocular View Generation with Occlusion Handling
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, In press, pp.1-14. ⟨10.1109/TPAMI.2019.2960689⟩
hal-01926351v1  Conference papers
Léo MaczytaPatrick BouthemyOlivier Le Meur. Détection temporelle de saillance dynamique dans des vidéos par apprentissage profond
RFIAP 2018 - Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France. pp.1-8
hal-03147898v1  Conference papers
Ali El AmineValery Guillet. Device-Free People Counting Using 5 GHz Wi-Fi Radar in Indoor Environment with Deep Learning
2020 IEEE Globecom Workshops (GC Wkshps): IEEE GLOBECOM 2020 Workshop on AI-driven Smart Healthcare (GC 2020 Workshop - AIdSH), IEEE, Dec 2020, Taipei, Taiwan. ⟨10.1109/GCWkshps50303.2020.9367393⟩
hal-02871873v1  Conference papers
Imane TaibiYassine Hadjadj-AoulChadi Barakat. Data Driven Network Performance Inference From Within The Browser
PEDISWESA 2020 - 12th IEEE Workshop on Performance Evaluation of Communications in Distributed Systems and Web based Service Architectures, Jul 2020, Rennes, France. pp.1-6, ⟨10.1109/ISCC50000.2020.9219573⟩
hal-01951413v1  Conference papers
Kévin BannierEakta JainOlivier Le Meur. DeepComics: saliency estimation for comics
ETRA 2018 - ACM Symposium on Eye Tracking Research & Applications, Jun 2018, Warsaw, Poland. pp.1-5, ⟨10.1145/3204493.3204560⟩
hal-02202172v1  Conference papers
Jean BégaintFranck GalpinPhilippe GuillotelChristine Guillemot. Deep frame interpolation for video compression
DCC 2019 - Data Compression Conference, Mar 2019, Snowbird, United States. pp.1-10, ⟨10.1109/DCC.2019.00068⟩
hal-02872132v1  Conference papers
Heng ZhangElisa FromontSébastien LefèvreBruno Avignon. Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks
ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abou Dabi, United Arab Emirates. pp.1-5
hal-03381587v1  Conference papers
Robin CourantChristophe LinoMarc ChristieVicky Kalogeiton. High-Level Features for Movie Style Understanding
ICCV 2021 Workshop on AI for Creative Video Editing and Understanding, Oct 2021, online, France
hal-03379980v1  Conference papers
Clément DechesnePierre LassalleSébastien Lefèvre. Bayesian Deep Learning with Monte Carlo Dropout for Qualification of Semantic Segmentation
IGARSS 2021 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium
hal-01969029v1  Conference papers
Minh-Tan PhamSébastien Lefèvre. Buried Object Detection from B-Scan Ground Penetrating Radar Data Using Faster-RCNN
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Valencia, Spain. ⟨10.1109/IGARSS.2018.8517683⟩
hal-02170709v1  Conference papers
Vedran VukotićChristian Raymond. Mining Polysemous Triplets with Recurrent Neural Networks for Spoken Language Understanding
International Conference on Spoken Language Processing (Interspeech) 2019, Sep 2019, Graz, Austria
hal-02155040v1  Journal articles
Jinglei ShiXiaoran JiangChristine Guillemot. A framework for learning depth from a flexible subset of dense and sparse light field views
IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2019, pp.5867-5880. ⟨10.1109/TIP.2019.2923323⟩
hal-02010591v1  Conference papers
Stjepan PicekIoannis SamiotisAnnelie HeuserJaehun KimShivam Bhasin et al.  On the Performance of Convolutional Neural Networks for Side-channel Analysis
SPACE 2018 - International Conference on Security, Privacy, and Applied Cryptography Engineering, Dec 2018, Kanpur, India. pp.157-176
tel-01764148v2  Theses
Quentin Bateux. Going further with direct visual servoing
Computer Vision and Pattern Recognition [cs.CV]. Université Rennes 1, 2018. English. ⟨NNT : 2018REN1S006⟩
hal-01374727v1  Conference papers
Vedran VukotićChristian RaymondGuillaume Gravier. Multimodal and Crossmodal Representation Learning from Textual and Visual Features with Bidirectional Deep Neural Networks for Video Hyperlinking
ACM Multimedia 2016 Workshop: Vision and Language Integration Meets Multimedia Fusion (iV&L-MM'16), ACM Multimedia, Oct 2016, Amsterdam, Netherlands