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
Datum van toekenning: 1 okt 1991
Computer Sciences, MsC, Louis Pasteur University
Datum van toekenning: 1 okt 1984
Mathematics, Bachelor, Louis Pasteur University
Externe posities
Interuniversitair Micro-Elektronica Centrum
2000 → …
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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BRGRD81: Joint R&D 2024: Naar gegevensgestuurde precisiegeneeskunde bij chronische obstructieve longziekte
1/05/24 → 30/04/27
Project: Toegepast
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IOFACC12: Tech4Health: Venturing in het domein van de gezondheidstechnologieën van de toekomst.
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. & Islamaj, E.
1/01/24 → 30/06/25
Project: Toegepast
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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., Thielemans, S., Papavasileiou, E., Brahimetaj, R., De Canck, H. & Ersu, B.
1/01/21 → 24/12/25
Project: Toegepast
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Onderzoeksoutput
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Causality-driven multivariate stock movement forecasting
Diaz Berenguer, A., Da, Y., Bossa Bossa, M. N., Oveneke, M. C. & Sahli, H., 25 apr 2024, In: PLOS ONE. 19, 4, blz. 1-41 41 blz., e0302197.Onderzoeksoutput: Article › peer review
Open AccessBestand2 Downloads (Pure) -
CO-OCCURRENCE GRAPH-ENHANCED HIERARCHICAL PREDICTION OF ICD CODES
Mahdi, S., Papagiannopoulou, E., Deligiannis, N. & Sahli, H., 2024, (Accepted/In press) 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024). IEEE, 5 blz.Onderzoeksoutput: Conference paper
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Dynamic multi-hypergraph structure learning for disease diagnosis on multimodal data
Bollengier, M., Diaz Berenguer, A. & Sahli, H., 15 apr 2024, (Accepted/In press) 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).Onderzoeksoutput: Conference paper
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Generative AI unlocks PET insights: brain amyloid dynamics and quantification
Bossa, M. N., Nakshathri, A. G., Berenguer, A. D. & Sahli, H., 17 jun 2024, In: Frontiers in Aging Neuroscience. 16, blz. 1-13 13 blz.Onderzoeksoutput: Article › peer review
Open Access1 Citaat (Scopus) -
Human Pose Estimation Based on ISAR and Deep Learning
Javadi, S. H., Bourdoux, A., Deligiannis, N. & Sahli, H., 16 jul 2024, In: IEEE Sensors Journal. 24, 17, blz. 28324-28337 14 blz.Onderzoeksoutput: Article › peer review
Prijzen
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BENELEARN2019 Best Paper Award
Diaz Berenguer, Abel (Recipient), Oveneke, Meshia (Recipient), Perez Gonzalez, M. A. (Recipient) & Sahli, Hichem (Recipient), 9 nov 2019
Prijs: Prize (including medals and awards)
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Best Student Paper
Engels, C. (Recipient) & Sahli, Hichem (Recipient), 2011
Prijs: Prize (including medals and awards)
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Best Student Paper
Zhang, L. (Recipient), Stiens, Johan (Recipient) & Sahli, Hichem (Recipient), 2008
Prijs: Prize (including medals and awards)
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Best Student Paper
Alegria Caicedo, A. C. (Recipient) & Sahli, Hichem (Recipient), 2011
Prijs: Prize (including medals and awards)
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Excellent Paper Award
Perez Gonzalez, M. A. (Recipient) & Sahli, Hichem (Recipient), 21 feb 2020
Prijs: Prize (including medals and awards)
Bestand
Activiteiten
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A Review of Deep Learning Methods for Automated Clinical Coding
Soha Sadat Mahdi (Speaker), Nikolaos Deligiannis (Contributor) & Hichem Sahli (Contributor)
2023Activiteit: Talk or presentation at a conference
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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
Knipsels
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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Analysing cellular dynamics from single-cell segmentation in microscopic images
Auteur: Poelmans, R. S. & Sahli, H., 2020Scriptie/Masterproef: Master's Thesis
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Analyzing cellular dynamics from single-cell segmentation to microscopic images by applying Machine learning techniques
Auteur: Zaboli , S. & Sahli, H., 2020Scriptie/Masterproef: Master's Thesis
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Automatic no-verbal behavior annotation
Auteur: Le, Q. & Sahli, H., 2015Scriptie/Masterproef: Master's Thesis
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Automatic Speaker Recognition: State-of-art
Auteur: Yang, B. & Sahli, H., 2018Scriptie/Masterproef: Master's Thesis