Hedvig Kjellström (Sidenbladh)

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Danica KragicProfessor of Computer Science, KTH - Royal Institute of TechnologyVerified email at kth.se
Cheng ZhangPrincipal Researcher, Microsoft Research, Cambridge, UKVerified email at kth.se
Michael J. BlackMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Judith BütepageSenior Research Engineer, SEED @ EAVerified email at kth.se
Javier RomeroReality Labs Research, MetaVerified email at tuebingen.mpg.de
Carl Henrik EkUniversity of CambridgeVerified email at cam.ac.uk
Taras KucherenkoResearch Scientist at SEED - Electronic Arts (EA)Verified email at ea.com
Alessandro PieropanHead of products @ Univrses ABVerified email at kth.se
Gustav Eje HenterKTH Royal Institute of Technology, Stockholm, SwedenVerified email at kth.se
Olov EngwallProfessor in Speech Communication, KTH (Royal Institute of Technology); Stockholm, SwedenVerified email at kth.se
Sofia BrooméML R&D engineer @Therapanacea. Previously a PhD student, KTH Royal Institute of Technology.Verified email at kth.se
Olle BälterKTH Royal Institute of TechnologyVerified email at kth.se
Ruibo TuKTH Royal Institute of TechnologyVerified email at kth.se
Pia Haubro AndersenProfessor emer Large Animal Surgery, Swedish Agricultural UniversityVerified email at slu.se
Stephan MandtAssociate Professor, University of California, IrvineVerified email at uci.edu
Pontus SvensonRISE SICSVerified email at ri.se
David J FleetGoogle DeepMind; University of Toronto; Vector InstituteVerified email at cs.toronto.edu
Johan SchubertResearch Director, Swedish Defence Research Agency (FOI); Associate Professor, KTHVerified email at foi.se
Kun ZhangCarnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at cmu.edu
Jonas BeskowProfessor, KTH Speech, Music and HearingVerified email at kth.se

Hedvig Kjellström (Sidenbladh)

Professor at KTH, Principal AI Scientist at Silo AI, Guest Professor at SLU, Sweden

Verified email at kth.se - Homepage

Computer Vision Representation Learning Human Behavior Animal Behavior


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Stochastic tracking of 3D human figures using 2D image motion H Sidenbladh, MJ Black, DJ Fleet Computer Vision—ECCV 2000: 6th European Conference on Computer Vision …, 2000	1030	2000
Advances in variational inference C Zhang, J Bütepage, H Kjellström, S Mandt IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (8), 2008-2026, 2019	617	2019
Implicit probabilistic models of human motion for synthesis and tracking H Sidenbladh, MJ Black, L Sigal Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002	436	2002
Deep representation learning for human motion prediction and classification J Bütepage, MJ Black, D Kragic, H Kjellström IEEE Conference on Computer Vision and Pattern Recognition, 2017	393	2017
Multi-target particle filtering for the probability hypothesis density H Sidenbladh International Conference on Information Fusion, 2003	358	2003
Visual object-action recognition: Inferring object affordances from human demonstration H Kjellström, J Romero, D Kragić Computer Vision and Image Understanding 115 (1), 81-90, 2011	281	2011
Learning the statistics of people in images and video H Sidenbladh, MJ Black International Journal of Computer Vision 54, 183-209, 2003	188	2003
Learning image statistics for Bayesian tracking H Sidenbladh, MJ Black IEEE International Conference on Computer Vision, 2001	181	2001
Detecting human motion with support vector machines H Sidenbladh IAPR International Conference on Pattern Recognition, 2004	150	2004
Learning and tracking cyclic human motion D Ormoneit, H Sidenbladh, M Black, T Hastie Advances in Neural Information Processing Systems 13, 2000	150	2000
Hands in action: real-time 3D reconstruction of hands in interaction with objects J Romero, H Kjellström, D Kragic 2010 IEEE International Conference on Robotics and Automation, 458-463, 2010	143	2010
Tracking random sets of vehicles in terrain H Sidenbladh, SL Wirkander 2003 Conference on Computer Vision and Pattern Recognition Workshop 9, 98-98, 2003	132	2003
A person following behaviour for a mobile robot H Sidenbladh, D Kragic, HI Christensen Proceedings 1999 IEEE International Conference on Robotics and Automation …, 1999	127	1999
Gesticulator: A framework for semantically-aware speech-driven gesture generation T Kucherenko, P Jonell, S van Waveren, GE Henter, S Alexanderson, ... ACM International Conference on Multimodal Interaction, 2020	118*	2020
Monocular real-time 3D articulated hand pose estimation J Romero, H Kjellström, D Kragic 2009 9th IEEE-RAS International Conference on Humanoid Robots, 87-92, 2009	118	2009
Simultaneous visual recognition of manipulation actions and manipulated objects H Kjellström, J Romero, D Martínez, D Kragić Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008	115	2008
Analyzing input and output representations for speech-driven gesture generation T Kucherenko, D Hasegawa, GE Henter, N Kaneko, H Kjellström ACM Intelligent Virtual Agents Conference, 2019	113	2019
Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration J Bütepage, H Kjellström, D Kragic IEEE International Conference on Robotics and Automation, 2018	99*	2018
Wizard-of-Oz test of ARTUR: a computer-based speech training system with articulation correction O Bälter, O Engwall, AM Öster, H Kjellström Proceedings of the 7th international ACM SIGACCESS conference on Computers …, 2005	97	2005
A framework for modeling the appearance of 3D articulated figures H Sidenbladh, F De la Torre, MJ Black Proceedings Fourth IEEE International Conference on Automatic Face and …, 2000	94	2000

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