Dinesh Babu Jayagopi
Assistant Professor
Computer Science
International Institute of Information Technology Bangalore
India
Biography
Prof. Dinesh Babu obtained his doctorate from Ecole Polytechnic Federale Lausanne (EPFL), Switzerland, beginning of 2011. His research interests are in Audio-Visual Signal Processing, Machine Learning, and Social Computing. Prior to joining IIITB as an assistant professor, he was a Postdoc at the Social Computing Lab, Idiap Research Institute (EPFL) for 2.5 years. Prior to his PhD, he worked as a Senior Research Engineer at Mercedes-Benz Research and Technology, Bangalore for 3 years. He completed his M.Sc.(engg) from I.I.Sc, Bangalore in 2003, specializing in System Science and Signal Processing; and B.Tech in Electronics from Madras Institute of Technology in 2001.
Research Interest
Audio Visual Signal, Processing, Applied Machine Learning, Machine Perception, Applied Signal Processing, Social Computing, Human Robot Interaction, Multimedia Analysis, Behavior Analysis
Publications
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D. Jayagopi, and D. Gatica-Perez. Mining group nonverbal conversational patterns using probabilistic topic models, IEEE Transactions on Multimedia, 2010, 12(8), 790-802.
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D. Jayagopi, T. Kim, Alex (Sandy) Pentland, and D. Gatica-Perez. Privacy-sensitive recognition of group conversational context with sociometers, Springer Multimedia Systems, 2012, Volume 18, Number 1, Pages 3-14.
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D. Sanches-Cortes, O. Aran, D. Jayagopi, M. Schmid-Mast, and D. Gatica-Perez. Emergent leaders through looking and speaking: from audio-visual data to multimodal recognition, accepted for publication in Springer Journal on Multimodal User Interfaces, 2012.
