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 SystemsVerified email at tuebingen.mpg.de
Cheng ZhangPrincipal Researcher, Microsoft Research, Cambridge, UKVerified email at kth.se
Javier RomeroReality Labs Research, MetaVerified email at tuebingen.mpg.de
Carl Henrik EkUniversity of CambridgeVerified email at cam.ac.uk
Judith BütepageSenior Research Engineer, SEED @ EAVerified email at kth.se
Alessandro PieropanHead of products @ Univrses ABVerified email at kth.se
Taras KucherenkoResearch Scientist at Electronic Arts (EA)Verified email at ea.com
Olov EngwallProfessor in Speech Communication, KTH (Royal Institute of Technology); Stockholm, SwedenVerified email at kth.se
Gustav Eje HenterKTH Royal Institute of Technology, Stockholm, SwedenVerified email at kth.se
Olle BälterKTH Royal Institute of TechnologyVerified email at kth.se
Sofia BrooméPhD student, KTH Royal Institute of TechnologyVerified email at kth.se
Stephan MandtAssociate Professor, University of California, IrvineVerified email at uci.edu
Pontus SvensonRISE SICSVerified email at ri.se
David J FleetGoogle Research, Brain Team; University of Toronto; Univ of Toronto Scarborough; Vector InstituteVerified email at cs.toronto.edu
Johan SchubertResearch Director, Swedish Defence Research Agency (FOI); Associate Professor, KTHVerified email at foi.se
Ruibo TuKTH Royal Institute of TechnologyVerified email at kth.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
Pia Haubro AndersenProfessor emer Large Animal Surgery, Swedish Agricultural UniversityVerified email at slu.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 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	1022	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	459	2019
Implicit probabilistic models of human motion for synthesis and tracking H Sidenbladh, MJ Black, L Sigal European conference on computer vision, 784-800, 2002	437	2002
Multi-target particle filtering for the probability hypothesis density H Sidenbladh International Conference on Information Fusion, 2003	353	2003
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	315	2017
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	273	2011
Learning the statistics of people in images and video H Sidenbladh, MJ Black International Journal of Computer Vision 54 (1), 183-209, 2003	188	2003
Learning image statistics for Bayesian tracking H Sidenbladh, MJ Black IEEE International Conference on Computer Vision, 2001	181	2001
Learning and tracking cyclic human motion D Ormoneit, H Sidenbladh, M Black, T Hastie Advances in Neural Information Processing Systems 13, 2000	152	2000
Detecting human motion with support vector machines H Sidenbladh IAPR International Conference on Pattern Recognition, 2004	149	2004
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	136	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	125	1999
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	113	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	112	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	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	92	2000
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	86	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	86*	2018
Representing cyclic human motion using functional analysis D Ormoneit, MJ Black, T Hastie, H Kjellström Image and Vision Computing 23 (14), 1264-1276, 2005	86	2005

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