Phd students

Michal Muszynski, director T. PUn, co-director Guillaume Chanel (2018/12), Recognizing film aesthetics, spectators' affect and aesthetic emotions from multimodal signals.
Severine Cloix, director T. Pun, co-director David Hasler (2017/06), Sparse multi-view 3D computer vision: application to embedded assistive technologies.
Maurits Diephuis, director S. Voloshynovskiy (2017/05), Micro-structure based physical object identification on mobile platforms.
Viviana Weiss (2012 - 2017), research and development engineer.
Ke Sun, director S. Marchand-Maillet (2016/01), Information geometry and data manifold representations.
Hisham Mohamed, director S. Marchand-Maillet, (2014/08), Scalable approximate k-NN in multidimensional big data.
Juan Diego Gomez Valencia, director T. Pun, co-director Guido Bologna, (2014/02), SeeColor: Seeing colors with an orchestra.
Farzad Farhadzadeh, director S. Voloshynovskiy, (2014/1), Information-theoretic analysis of identification systems in large-scale databases.
Mohammad Soleymani, director T. Pun, (2011/11), Implicit and automated emotional tagging of videos.
Eriko Szekely, director S. Marchand-Maillet, (2011/06), Dimension reduction for clustered high-dimensional data.
Donn Morrison, director S. Marchand-Maillet, (2011/02), Latent variable modelling of user interaction in image retrieval.
Jana Kludas, director S. Marchand-Maillet, (2010/12), Information fusion for multimedia: exploiting feature interactions for semantic feature selection and construction.
Guillaume Chanel, director T. Pun, (2009/07), Emotion assessment for affective computing based on brain and peripheral signals.
Renato Villán Sebastián, director S. Voloshynovskiy, co-director T. Pun, (2008/05), Authentication of electro­nic and printed text documents.
Bruno Janvier, director T. Pun and S. Marchand-Maillet, (2007/08), Toward automatic semantic multimedia structuring and retrieval.
Emre Topak, director S. Voloshynovskiy, co-director T. Pun, (2007/03), Information-theoretic performance and security analysis of geometrically structured data-hiding codes.
Bruno Janvier, director S. Marchand-Maillet, co-director T. Pun, (2007/01), Toward automatic semantic multi­media structuring and retrieval.
Julien Kronegg, director T. Pun, (2006/09), Mesure et optimisation des performances pour une interface de communica­tion neuronale.
José Vila Forcen, director T. Pun, codirector S. Voloshynovskiy, (2006/04), Digital data-hiding based identification sys­tems.
Serge Kosinov, director T. Pun, codirector S. Marchand-Maillet, (2005/12), Machine learning approach to semantic aug­mentation of multimedia databases for efficient access and retrieval.
Nicolas Moënne-Loccoz, director T. Pun, codirector S. Marchand-Maillet, (2005/12), Dynamique des composantes visuelles pour la gestion de documents video par le contenu.
Teodor Iulian Alecu, director T. Pun, (2005/12), Robust focalized brain activity reconstruction using electroence­phalograms.
Oleksiy Koval, director T. Pun, codirector S. Voloshynovskiy, (2004/09), Stochastic image modeling in data hiding appli­cations.
Frédéric Deguillaume, director T. Pun, (2002/10), Hybrid robust watermarking and tamperproofing of visual media.
Patrick Roth, director T. Pun, (2002/09), Représentation multimodale d’images digitales dans des systèmes informatiques multimédias pour utilisateurs non-voyants. Swiss Latsis University Prize, 2004.
Henning Müller, director T. Pun, (2002/06), User interaction and evaluation in content-based visual information retrieval.
Lori Petrucci, director T. Pun, (2001/12), Accessibilité universelle aux autoroutes de l’information: WebSound, une plate-forme multimodale pour internautes aveugles et malvoyants.
Wolfgang Müller, director T. Pun, (2001/09), Design and implementation of a flexible Content-Based Image Retrieval fra­mework: The GNU image finding tool.
Shelby Pereira, director T. Pun, (2000/06), Robust digital image watermarking.
Serguei Startchik, director T. Pun, (1998/07), Geometric and illumination invariant object representation: application to content-based image retrieval.
Christian Rauber, director T. Pun, (1998/03), Acquisition, archivage et recherche de documents accessibles par le contenu: application à la gestion d’une base de données d’images de filigranes.
Sylvia Gil, director T. Pun, (1997/07), Robust object tracking in video sequences by integration of multiple visual features.
Jean-Marc Bost, director T. Pun, (1993/12), Active search for visual indexing in cluttered environments: from relevance to delays.
Ruggero Milanese, director T. Pun, (1993/12), Detecting salient regions in an image: from biological evidence to comput­er implementation. Fritz Kutter Swiss Prize from the Swiss Federal Institute of Technology, Zürich, 1994.
Alain Jacot-Descombes, director T. Pun, (1993/11), Groupage perceptuel asynchrone pour la compréhension qualitative d’images: des contours aux primitives génériques.
Pierre-Yves Burgi, director T. Pun, (1992/04), Understanding the early human visual system through modeling and tem­poral analysis of neuronal structures.