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Publications

 

Publications de l'unité de recherche "Théorie des circuits et Traitement du signal"
(30 derniers éléments) - Consulter la liste complète (avec liens vers les textes intégraux disponibles) - Télécharger la liste complète en PDF

2019

Article/Dans un journal avec peer-review

  • Aubrey Sophie, Laraba Sohaib, Tilmanne Joëlle, Dutoit Thierry, "Action recognition based on 2D skeletons extracted from RGB videos" in MATEC Web of Conferences, 227, 02034, Article/Dans un journal avec peer-review (2019)

Livre/Chapitre ou partie

  • Dutoit Thierry, Stylianou Yannis, "The Oxford Handbook of Computational Linguistics 2nd edition" in "The Oxford Handbook of Computational Linguistics 2nd edition" , Oxford University Press, 978-0-19-927634-9 (2019)

2018

Article/Compte-rendu

  • Delbrouck Jean-Benoit, Dupont Stéphane, "Bringing back simplicity and lightliness into neural image captioning" in ArXiv e-prints, Article/Compte-rendu (2018)

Article/Dans un journal avec peer-review

  • El Haddad Kevin, Rizk Yara, Heron Louise, Hajj Nadine, Zhao Yong, Kim Jaebok, Ngo Trong Trung, Lee Minha, Doumit Marwan, Lin Payton, Kim Yelin, Cakmak Huseyin, "End-to-End Listening Agent for Audiovisual Emotional and Naturalistic Interactions" in Journal of Science and Technology of the Arts (2018)
  • Grammatikopoulou Athina, Laraba Sohaib, Sahbenderoglu Ozan, Dimitropoulos Kosmas, Grammalidis Nikos, "An adaptive framework for the creation of exergames for intangible cultural heritage (ICH) education" in Journal of Computers in Education, 5, 1-34, Article/Dans un journal avec peer-review (2018)
  • Tits Mickaël, Laraba Sohaib, Caulier Eric, Tilmanne Joëlle, Dutoit Thierry, "UMONS-TAICHI: A multimodal motion capture dataset of expertise in Taijiquan gestures" in Data in Brief, 19, 1214-1221 (2018)
  • CAKMAK Husseyin, Dutoit Thierry, "HMM-based generation of laughter facial expression" in Speech Communication, 98, April 2018, 28-41, https://doi.org/10.1016/j.specom.2017.12.006 (2018)
  • Dimitropoulos Kosmas, Manitsaris Sotiris, Tsalakanidou Filareti, Denby Bruce, Buchman Lise, Dupont Stéphane, Nikolopoulos Spiros, Kompatsiaris Ioannis, Charisis Vasileios, Hadjileontiadis Leontios, Pozzi Francesca, Cotescu Marius, Ciftci S., Katos Anastasios, Manitsaris Athanasios, Grammalidis Nikos, "A Multimodal Approach for the Safeguarding and Transmission of Intangible Cultural Heritage: The Case of i-Treasures" in IEEE Intelligent Systems (2018)

Colloque/Abstract

  • Adaeze Adigwe, Tits Noé, El Haddad Kevin, Sarah Ostadabbas, Dutoit Thierry, "The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems" in "International Conference on Statistical Language and Speech Processing" , Mons, Belgique, 2018, Colloque/Abstract (2018)

Colloque/Actes complets

  • Dutoit Thierry, VIDE Carlos-Martin, Pironkov Guéorgui, "Statistical Language and Speech Processing" in "International Conference on Statistical Language and Speech Processing" , Dutoit Thierry, Pironkov Guéorgui, 11171, 1-189, MONS, Belgium, 2018 (2018)
  • Mancas Matei, Frisson Christian, "Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces" in "Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15" , Mancas Matei, Frisson Christian, Volume 1, 1:159, Mons, Belgique, 2015 (2018)

Colloque/Article dans les actes avec comité de lecture

  • Delbrouck Jean-Benoit, Dupont Stéphane, "Object-oriented Targets for Visual Navigation using Rich Semantic Representations" in "NIPS 2018 Workshop on Visually-Grounded Interaction and Language (ViGIL)" , Montreal, Canada, 2018 (2018)
  • Delbrouck Jean-Benoit, Dupont Stéphane, "UMONS Submission for WMT18 Multimodal Translation Task" in "Third Conference on Machine Translation" , Brussels, Belgium, 2018 (2018)
  • Kong Phutphalla, Mancas Matei, Nimol Thuon, Gosselin Bernard, seng kheang, "DO DEEP-LEARNING SALIENCY MODELS REALLY MODEL SALIENCY?" in "IEEE International Conference on Image Processing" , Athens, Greece, 2018 (2018)
  • Mancas Matei, Laraba Sohaib, Bandrabur Alessandra, De Deken Pierre-Henri, Hagihara Kaori, Leblanc Nicolas, Yengec Tasdemir S.B., Macq B., Dutoit Thierry, "PEOPLE GROUPS ANALYSIS FOR AR APPLICATIONS" in "International Conference on 3D Imaging" , Bruxelles, Belgium, 2018 (2018)
  • Pironkov Gueorgui, Wood S. U. N., Dupont Stéphane, Dutoit Thierry, "Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition" in "International Conference on Statistical Language and Speech Processing" , Mons, Belgium, 2018 (2018)
  • El Haddad Kevin, Tits Noé, Dutoit Thierry, "Annotating Nonverbal Conversation Expressions in Interaction Datasets" in "Interdisciplinary Workshop on laughter and other non-verbal vocalisations in speech" , Paris, France, 2018 (2018)
  • El Haddad Kevin, Cakmak Huseyin, Dutoit Thierry, "On Laughter Intensity Level: Analysis and Estimation" in "Interdisciplinary Workshop on laughter and other non-verbal vocalisations in speech" , Paris, France, 2018 (2018)
  • Dutoit Thierry, "Inverstigating a hybrid learning approach for robust automatic speech recognition" in "International Conference on Statistical Language and Speech Processing" , 67-78, Mons, Belgique, 2018 (2018)
  • Tits Noé, El Haddad Kevin, Dutoit Thierry, "ASR-based Features for Emotion Recognition: A Transfer Learning Approach" in "Grand Challenge and Workshop on Human Multimodal Language" , Melbourne, Australia, 2018 (2018)
  • El Haddad Kevin, Heron Louise, Kim Jaebok, Lee Minha, Dupont Stéphane, Dutoit Thierry, Truong Khiet, "A Dyadic Conversation Dataset On Moral Emotions" in "Workshop on Large-scale Emotion Recognition and Analysis" , Xi'an, Chine, 2018 (2018)
  • Devillers Laurence, Rosset Sophie, Dubuisson Duplessis Guillaume, Bechade Lucile, Yemez Yücel, Turker Bekir Berker, Sezgin Metin, El Haddad Kevin, Dupont Stéphane, Deléglise Paul, Estève Yannick, Lailler Carole, Gilmartin Emer, Campbell Nick, "Multifaceted Engagement in Social Interaction with a Machine: the JOKER Project" in "Workshop on Large-scale Emotion Recognition and Analysis" , Xi'an, Chine, 2018 (2018)
  • Milisavljevic Alexandre, Hammard A., Petermann Coralie, Gosselin Bernard, Doré-Mazars Karine, Mancas Matei, "Eye and Mouse coordination during task: from behaviour to prediction" in "Conference on Human Computer Interaction Theory and Application" , Madeira, Portugal, 2018 (2018)
  • Kong Phutphalla, Mancas Matei, Gosselin Bernard, seng kheang, "Generic and Effective Visual Attention" in " International Conference on Pattern Recognition and Artificial Intelligence" , Montreal, Canada, 2018 (2018)
  • Cakmak Huseyin, El Haddad Kevin, Riche Nicolas, Leroy Julien, Marighetto Pierre, Turker Bekir Berker, Khaki Hossein, Pulisci Roberto, Gilmartin Emer, Haider Fasih, Cengiz Kubra, Sulir Martin, Torre Ilaria, Marzban Shabbir, Yazici Ramazan, Bagci Furkan Burak, Gazi Kili Vedat, Sezer Hilal, Yenge Sena Busra, "EASA : Environment Aware Social Agent" in "Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15" , Mons, Belgique, 2015 (2018)
  • Rocca François, De Deken Pierre-Henri, Bandrabur Alessandra, Mancas Matei, "Enter the ROBiGAME: Serious game for stroke patients with upper limbs rehabilitation" in "Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15" , Mons, Belgique, 2015 (2018)

Livre/Chapitre ou partie

  • Brahimi Mohammed, Arsenovic Marko, Laraba Sohaib, Sladojevic Srdjan, Boukhalfa Kamel, Moussaoui Abdelouhab, "Deep Learning for Plant Diseases: Detection and Saliency Map Visualisation" in " Human and Machine Learning. Human–Computer Interaction Series" , Springer International Publishing, 978-3-319-90402-3 (2018)

Travail avec promoteur/TFE

  • Georlette Véronique, "Evaluation and comparison of auto-encoders in the context of DSL line troubleshooting" , Gosselin Bernard, Moeyaert Véronique, Drooghaag Benoit, Dupuis Nicolas, 2018-06-30, Travail avec promoteur/TFE (2018)

Vulgarisation/Presse écrite

  • Dupont Stéphane, Dutoit Thierry, Curcio Gerardina, "Intelligence Artificielle (IA) et Apprentissage Profond (Deep Learning)" , LUMONS élément - Magazine de l'Université de Mons (2018)

2017

Article/Compte-rendu

  • Delbrouck Jean-Benoit, Dupont Stéphane, "Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation" in ArXiv e-prints, Article/Compte-rendu (2017)