Hedvig Kjellström (Sidenbladh)

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Danica KragicProfessor of Computer Science, KTH - Royal Institute of TechnologyVerified email at kth.se
Michael J. BlackMax Planck Institute for Intelligent Systems and AmazonVerified email at tuebingen.mpg.de
Cheng ZhangPrincipal Researcher, Microsoft Research, Cambridge, UKVerified email at kth.se
Javier RomeroPrincipal Scientist, AmazonVerified email at amazon.com
Carl Henrik EkUniversity of CambridgeVerified email at cam.ac.uk
Judith BütepageResearch Scientist, SpotifyVerified email at kth.se
Alessandro PieropanHead of products @ Univrses ABVerified email at kth.se
Olov EngwallProfessor in Speech Communication, KTH (Royal Institute of Technology); Stockholm, SwedenVerified email at kth.se
Olle BälterKTH Royal Institute of TechnologyVerified email at kth.se
Taras KucherenkoPhD Student, KTH Royal Institute of TechnologyVerified email at kth.se
David J FleetGoogle Brain; University of Toronto; Universiity of Toronto Scarborough; Vector InstituteVerified email at cs.toronto.edu
Stephan MandtAssistant Professor, University of California, IrvineVerified email at uci.edu
Pontus SvensonRISE SICSVerified email at ri.se
Gustav Eje HenterKTH Royal Institute of Technology, Stockholm, SwedenVerified email at kth.se
Johan SchubertResearch Director, Swedish Defence Research Agency (FOI); Associate Professor, KTHVerified email at foi.se
Jonas BeskowProfessor, KTH Speech, Music and HearingVerified email at kth.se
Trevor HastieProfessor of Statistics, Stanford UniversityVerified email at stanford.edu
Leonid SigalAssociate Professor, University of British ColumbiaVerified email at cs.ubc.ca
Kun ZhangCarnegie Mellon University & Max-Planck Institute for Intelligent SystemsVerified email at cmu.edu
Ruibo TuKTH Royal Institute of TechnologyVerified email at kth.se

Hedvig Kjellström (Sidenbladh)

Professor at KTH Royal Institute of Technology, Principal AI Scientist at Silo AI, Sweden

Verified email at kth.se - Homepage

Computer Vision Machine Learning 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 European conference on computer vision, 702-718, 2000	1005	2000
Implicit probabilistic models of human motion for synthesis and tracking H Sidenbladh, MJ Black, L Sigal European conference on computer vision, 784-800, 2002	431	2002
Multi-target particle filtering for the probability hypothesis density H Sidenbladh International Conference on Information Fusion, 2003	347	2003
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	289	2019
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	252	2011
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	239	2017
Learning the statistics of people in images and video H Sidenbladh, MJ Black International Journal of Computer Vision 54 (1), 183-209, 2003	185	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	146	2004
Learning and tracking cyclic human motion D Ormoneit, H Sidenbladh, MJ Black, T Hastie Advances in Neural Information Processing Systems, 894-900, 2001	141	2001
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	122	1999
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	121	2010
Simultaneous visual recognition of manipulation actions and manipulated objects H Kjellström, J Romero, D Martínez, D Kragić European conference on computer vision, 336-349, 2008	115	2008
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	105	2009
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	95	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	91	2000
Representing cyclic human motion using functional analysis D Ormoneit, MJ Black, T Hastie, H Kjellström Image and Vision Computing 23 (14), 1264-1276, 2005	84	2005
Probabilistic tracking and reconstruction of 3d human motion in monocular video sequences H Sidenbladh Numerisk analys och datalogi, 2001	71	2001
Designing the user interface of the computer-based speech training system ARTUR based on early user tests O Engwall, O Bälter, AM Öster, H Kjellström Behaviour & Information Technology 25 (4), 353-365, 2006	70	2006

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