Projecten per jaar
Persoonlijk profiel
Expertise
- Hichem Sahli is coordinates the Audio-Visual Signal Processing Laboratory (AVSP) within ETRO. AVSP focuses on building the computational foundations to enable computers with the abilities to analyze, recognize and predict human communicative behaviors during social interactions. Central to this research effort is the technical challenge of multimodal machine learning: mathematical foundation to study heterogeneous multimodal data. This multi-disciplinary research topic overlaps the fields of multimodal interaction, social psychology, computer vision, machine learning and artificial intelligence, and has many applications in areas as diverse as personalized machine learning models in medicine and robotics
Onderzoeksinteresses
Computer Vision
multimodal machine learning
Audiovisual processing
Opleiding / Academische kwalificatie
Computer Sciences, PhD, Télécom Physique Strasbourg
1988 → 1991
Computer Sciences, MsC, Louis Pasteur University
Mathematics, Bachelor, Louis Pasteur University
Externe posities
Interuniversitair Micro-Elektronica Centrum
2000 → …Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Hichem Sahli actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Netwerk
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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IOF3016: GEAR: Zich wagen aan toekomstige gezondheidstechnologieën
Stiens, J., Wambacq, P., da Silva Gomes, B. T., Sahli, H., Vandemeulebroucke, J., Jansen, B., Lemeire, J., Steenhaut, K., Munteanu, A., Deligiannis, N., Schelkens, P., Kuijk, M., Parvais, B., Chan, C. W., Van Schependom, J., Touhafi, A., Braeken, A., Runacres, M., Cornelis, B., Schretter, C., Blinder, D. & Temmermans, F.
1/01/21 → 24/12/25
Project: Toegepast
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EUAR46: H2020:icovid: AI-gebaseerde CT-analyse van de borst voor snelle COVID-diagnose en prognose
Vandemeulebroucke, J., De Mey, J. & Sahli, H.
1/09/20 → 31/08/22
Project: Fundamenteel
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OZR3694: H2020:icovid: AI-gebaseerde CT-analyse van de borst voor snelle COVID-diagnose en prognose (OZR EU BONUS)
1/09/20 → 31/08/22
Project: Fundamenteel
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BRGRD41: Joint R&D 2020: ANTICIPATE “AugmeNTed IntelligenCe In orthopaedics TrEatments”
Jansen, B., Sahli, H. & Vandemeulebroucke, J.
1/08/20 → 31/07/23
Project: Toegepast
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BRGRD42: Joint R&D 2020: Dimentia
Vandemeulebroucke, J., Sahli, H., Nagels, G., Cloots, W., Van Schependom, J., Seymoens, T., Jacobs, A. & Pierson, J.
1/08/20 → 31/07/23
Project: Toegepast
Onderzoeksoutput
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Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN
Zhao, Y., Yang, L., Pei, E., Oveneke, M. C., Alioscha-Perez, M., Jiang, D., Sahli, H. & Li, L., sep 2021, In : Computer Graphics Forum. 40, 6, blz. 47-61 15 blz.Onderzoeksoutput: Article
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Context-aware human trajectories prediction via latent variational model
Diaz Berenguer, A., Alioscha-Perez, M., Oveneke, M. C. & Sahli, H., 5 mei 2021, In : IEEE Transactions on Circuits and Systems for Video Technology. 31, 5, blz. 1876-1889 14 blz., 9160982.Onderzoeksoutput: Article
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Integrating Deep and Shallow Models for Multi-Modal Depression Analysis — Hybrid Architectures
yang, L., jiang, D. & Sahli, H., 1 jan 2021, In : IEEE Transactions on Affective Computing. 12, 1, blz. 239-253 15 blz., 8465953.Onderzoeksoutput: Article
4 Citaten (Scopus) -
An efficient model-level fusion approach for continuous affect recognition from audiovisual signals
Pei, E., Jiang, D. & Sahli, H., 2020, In : Neurocomputing. 376, blz. 42-53 12 blz.Onderzoeksoutput: Article
4 Citaten (Scopus) -
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging
Berenguer, A. D., Sahli, H., Joukovsky, B., Kvasnytsia, M., Dirks, I., Alioscha-Perez, M., Deligiannis, N., Gonidakis, P., Sánchez, S. A., Brahimetaj, R., Papavasileiou, E., Chana, J. C-W., Li, F., Song, S., Yang, Y., Tilborghs, S., Willems, S., Eelbode, T., Bertels, J., Vandermeulen, D. & 20 anderen, , 2 dec 2020, In : ArXiv.org. 2020, 20 blz.Onderzoeksoutput: Article
Bestand3 Downloads (Pure)
Prijzen
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BENELEARN2019 Best Paper Award
Abel Diaz Berenguer (Recipient), Meshia Oveneke (Recipient), Mitchel Alioscha Perez Gonzalez (Recipient) & Hichem Sahli (Recipient), 9 nov 2019
Prijs: Prize (including medals and awards)
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Best Student Paper
C. Engels (Recipient) & Hichem Sahli (Recipient), 2011
Prijs: Prize (including medals and awards)
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Best Student Paper
Aura Cecilia Alegria Caicedo (Recipient) & Hichem Sahli (Recipient), 2011
Prijs: Prize (including medals and awards)
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Best Student Paper
Lixia Zhang (Recipient), Johan Stiens (Recipient) & Hichem Sahli (Recipient), 2008
Prijs: Prize (including medals and awards)
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Excellent Paper Award
Mitchel Alioscha Perez Gonzalez (Recipient) & Hichem Sahli (Recipient), 21 feb 2020
Prijs: Prize (including medals and awards)
Bestand
Activiteiten
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Social Entrepreneurship Workshop
Maria Angeles Alpizar Terrero (Organiser), Nikolay Dentchev (Chair), Teresa Orbera Raton (Organiser), Pedro Mune Bandera (Organiser), Edgar Izquierdo (Visitor), Hichem Sahli (Chair)7 nov 2017 → 8 nov 2017Activiteit: Participating in or organizing an event at an external academic organisation
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IEEE 6th International Conference on Affective Computing and Intelligent Interaction
Hichem Sahli (Organiser)21 sep 2015 → 24 sep 2015Activiteit: Participation in conference
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International Conference on Affective Computing and Intelligent Interaction
Hichem Sahli (Speaker)2 sep 2013 → 5 sep 2013Activiteit: Talk or presentation at a conference
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The 3rd International Conference on Multimedia Computing and Systems
Hichem Sahli (Speaker)10 mei 2012 → 12 mei 2012Activiteit: Talk or presentation at a conference
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IEEE Inter. Geosciences & Remote Sensing Symposium
Hichem Sahli (Participant)25 jul 2010 → 30 jul 2010Activiteit: Participation in conference
Knipsels
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ETRO develops tools for audio-visual face expression communication
1/01/06
1 Mediabijdrage
Pers / media: !!Other
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Scriptie
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3D Perception and Analysis of Environmental Properties for Off-Road Navigation
Auteur: Van den Heuvel, L. & Sahli, H., 2014Scriptie/masterproef: Master's Thesis
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Active Vision: camera control and target tracking
Auteur: Ping, H., Sahli, H., Acheroy, M., Baudoin, Y., Cornelis, J., Kool, P., Lefeber, D. & Virk, G. S., 2001Begeleider: Sahli, H. (Promotor), Cornelis, J. (Jury), Kool, P. (Jury), Lefeber, D. (Jury), Acheroy, M. (Externe persoon) (Jury), Virk, G. S. (Externe persoon) (Jury) & Baudoin, Y. (Externe persoon) (Co-promotor)
Scriptie/masterproef: Doctoral Thesis
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A Multidisciplinary Analysis of Frequency Domain Metal Detectors for Humanitarian Demining
Auteur: Bruschini, C., Sahli, H., Nicoud, J. -. D., Melsheimer, A., Van Loon, R. & Cornelis, J., 2002Begeleider: Sahli, H. (Promotor), Van Loon, R. (Jury), Cornelis, J. (Jury), Nicoud, J. -. D. (Externe persoon) (Jury) & Melsheimer, A. (Externe persoon) (Jury)
Scriptie/masterproef: Doctoral Thesis
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A Multimodal Approach to Audiovisual Text-to-Speech Synthesis
Auteur: Mattheyses, W., Verhelst, W., Schroeter, J., Sahli, H., Pintelon, R., De Boer, B. & Theobald, B., 18 jun 2013Begeleider: Verhelst, W. (Promotor), Sahli, H. (Jury), Pintelon, R. (Jury), De Boer, B. (Jury), Schroeter, J. (Externe persoon) (Jury) & Theobald, B. (Externe persoon) (Jury)
Scriptie/masterproef: Doctoral Thesis
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Analyse des scènes routières par vision: une approche coopérative caméra/inertielle
Auteur: Alix, R., Laurgeau, C. & Sahli, H., 2004Begeleider: Sahli, H. (Jury) & Laurgeau, C. (Externe persoon) (Promotor)
Scriptie/masterproef: Doctoral Thesis