Sebastian Kaltwang

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Maja PanticProfessor, Imperial College London / AI Scientific Research Lead, Facebook LondonVerified email at imperial.ac.uk
Aneesha SinghUCL Interaction Centre, UCLVerified email at ucl.ac.uk
M.S.H AungAssociate Professor, University of East AngliaVerified email at uea.ac.uk
Ognjen (Oggi) RudovicMITVerified email at mit.edu
Hongying MengReader, Brunel University LondonVerified email at brunel.ac.uk
Matteo CellaInstitute of Psychiatry Psychology and Neuroscience, King’s College LondonVerified email at kcl.ac.uk
Michel ValstarProfessor in Automatic Human Behaviour Understanding, University of NottinghamVerified email at nottingham.ac.uk
Bernardino Romera-ParedesGoogle DeepMindVerified email at google.com
Nadia Bianchi-BerthouzeProfessor Affective Computing and Interaction, University College LondonVerified email at ucl.ac.uk
Sinisa TodorovicProfessor of Computer Science, Oregon State UniversityVerified email at oregonstate.edu
Brais MartinezPrincipal Researcher at Samsung AI CentreVerified email at samsung.com
Hatice GunesProfessor of Affective Intelligence & Robotics, University of Cambridge; EPSRC FellowVerified email at cl.cam.ac.uk
Stavros PetridisResearch Scientist, Facebook AI Applied ResearchVerified email at fb.com
Sina SamangooeiDeepmindVerified email at samangooei.net
Daniel RueckertTechnical University of Munich and Imperial College LondonVerified email at tum.de
Mohammad SoleymaniResearch Assistant Professor of CS, USC-ICTVerified email at ict.usc.edu
Andrew H KempProfessor and Personal Chair in Psychology, Swansea UniversityVerified email at swansea.ac.uk
Christian LedigProfessor of Explainable Machine Learning, University of BambergVerified email at imperial.ac.uk
Andrew BlakeAI Consultant: Samsung, Five AIVerified email at turing.ac.uk

Sebastian Kaltwang

Robust AI

Verified email at robust.ai - Homepage

computer vision machine learning robotics


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Continuous pain intensity estimation from facial expressions S Kaltwang, O Rudovic, M Pantic International Symposium on Visual Computing, 368-377, 2012	286	2012
The automatic detection of chronic pain-related expression: requirements, challenges and a multimodal dataset MSH Aung, S Kaltwang, B Romera-Paredes, B Martinez, A Singh, M Cella, ... IEEE Trans. Affective Computing, 2015	153	2015
Latent Trees for Estimating Intensity of Facial Action Units S Kaltwang, S Todorovic, M Pantic IEEE Conf. Computer Vision and Pattern Recognition, 2015	81	2015
Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation S Kaltwang, S Todorovic, M Pantic IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015	53	2015
Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities S Petridis, H Gunes, S Kaltwang, M Pantic Proceedings of the 2009 international conference on Multimodal interfaces, 23-30, 2009	44	2009
A dataset for lane instance segmentation in urban environments B Roberts, S Kaltwang, S Samangooei, M Pender-Bare, K Tertikas, ... Proceedings of the European Conference on Computer Vision (ECCV), 533-549, 2018	10	2018
AC d. C. Williams, M. Pantic, and N. Bianchi-Berthouze. The automatic detection of chronic pain-related expression: Requirements, challenges and the multimodal emopain dataset MSH Aung, S Kaltwang, B Romera-Paredes, B Martinez, A Singh, M Cella, ... IEEE Transactions on Affective Computing 7 (4), 435-451, 2016	10	2016
Personalized federated deep learning for pain estimation from face images O Rudovic, N Tobis, S Kaltwang, B Schuller, D Rueckert, JF Cohn, ... arXiv preprint arXiv:2101.04800, 2021	7	2021
Amschel de Rothschild, Nick Tyler, Paul J. Watson, Amanda C. de C. Williams, Maja Pantic, and Nadia Bianchi-Berthouze. 2016. The automatic detection of chronic pain-related … MSH Aung, S Kaltwang, B Romera-Paredes, B Martinez, A Singh, M Cella, ... IEEE Trans. Affect. Comput 7 (4), 435-451, 2016	4	2016
Facial action recognition in 2D and 3D M Valstar, S Zafeiriou, M Pantic Face Recognition in Adverse Conditions, 167-186, 2014	3	2014
Human behavior sensing for tag relevance assessment M Soleymani, S Kaltwang, M Pantic Proceedings of the 21st ACM international conference on Multimedia, 657-660, 2013	3	2013
Image Processing Using Generative Graphical Models S Kaltwang, J Redford EP Patent WO/2019/219,949, 2019	2	2019
Differential Dementia Diagnosis on Incomplete Data with Latent Trees C Ledig, S Kaltwang, A Tolonen, J Koikkalainen, P Scheltens, F Barkhof, ... International Conference on Medical Image Computing and Computer Assisted …, 2016	2	2016
Regression-based estimation of pain and facial expression intensity S Kaltwang Imperial College London, 2015	2	2015
Identifying pain behaviour for automatic recognition M Cella, MSH Aung, H Meng, N Bianchi-Berthouze, B Romera-Paredes, ... International Association for the Study of Pain, 2012	2	2012
Imagining the Unseen: Learning a Distribution over Incomplete Images with Dense Latent Trees S Kaltwang, S Samangooei, J Redford, A Blake arXiv preprint arXiv:1808.04745, 2018	1	2018
PERCEPTION UNCERTAINTY J Redford, S Kaltwang, J Sadeghi, T Elson US Patent App. 17/441,276, 2022		2022

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