Sergio Escalera

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Isabelle GuyonDirector of Research, Google; Prof. UPSaclay; President ChaLearnVerified email at chalearn.org
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Oriol PujolFull Professor of Computer Science and Artificial Intelligence, Universitat de BarcelonaVerified email at ub.edu
Thomas MoeslundProfessor, Aalborg UniversityVerified email at create.aau.dk
Stan Z. Li (李子青)Westlake University & CAS Institute of AutomationVerified email at westlake.edu.cn
Jordi VitriàProfessor of Computer Science, Universitat de BarcelonaVerified email at ub.edu
Jeffrey CohnProfessor of Psychology, Psychiatry, and Intelligent Systems,University of PittsburghVerified email at pitt.edu
Jüri AllikUniversity of Tartu, Professor of Experimental PsychologyVerified email at ut.ee
Josep LladósComputer Vision Center, Universitat Autònoma de BarcelonaVerified email at cvc.uab.es
Antonis ArgyrosComputer Science Department, University of Crete | ICS-FORTH, Greece (csd.uoc.gr, ics.forth.gr)Verified email at ics.forth.gr
Jamie ShottonWayveVerified email at wayve.ai
Stan SclaroffDean of Arts & Sciences, Professor of Computer Science, Boston UniversityVerified email at bu.edu
Aleix MartinezAmazon, The Ohio State UniversityVerified email at ece.osu.edu
Fernando De la TorreResearch Associate Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Cristian SminchisescuScientist at Google DeepMind; Professor, Romanian Academy, Lund UniversityVerified email at math.lth.se
Richard BowdenProfessor of Computer Vision and Machine Learning, CVSSP, University of SurreyVerified email at surrey.ac.uk
Mehdi MirzaDeepMindVerified email at google.com
Ian GoodfellowDeepMindVerified email at deepmind.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Josef KittlerUniversity of SurreyVerified email at surrey.ac.uk

Sergio Escalera

Prof., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA Fellow

Verified email at ub.edu - Homepage

Human Behavior Analysis Machine Learning Computer Vision Affective Computing Social Signal Processing


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Survey on rgb, 3d, thermal, and multimodal approaches for facial expression recognition: History, trends, and affect-related applications CA Corneanu, MO Simón, JF Cohn, SE Guerrero IEEE transactions on pattern analysis and machine intelligence 38 (8), 1548-1568, 2016	650	2016
Survey on emotional body gesture recognition F Noroozi, CA Corneanu, D Kamińska, T Sapiński, S Escalera, ... IEEE transactions on affective computing 12 (2), 505-523, 2018	547	2018
Bi-directional ConvLSTM U-Net with densley connected convolutions R Azad, M Asadi-Aghbolaghi, M Fathy, S Escalera Proceedings of the IEEE/CVF international conference on computer vision …, 2019	530	2019
RGB-D-based human motion recognition with deep learning: A survey P Wang, W Li, P Ogunbona, J Wan, S Escalera Computer vision and image understanding 171, 118-139, 2018	462	2018
Beyond one-hot encoding: Lower dimensional target embedding P Rodríguez, MA Bautista, J Gonzalez, S Escalera Image and Vision Computing 75, 21-31, 2018	461	2018
Sign language recognition: A deep survey R Rastgoo, K Kiani, S Escalera Expert Systems with Applications 164, 113794, 2021	432	2021
Multi-centre, multi-vendor and multi-disease cardiac segmentation: the M&Ms challenge VM Campello, P Gkontra, C Izquierdo, C Martin-Isla, A Sojoudi, PM Full, ... IEEE Transactions on Medical Imaging 40 (12), 3543-3554, 2021	387	2021
On the decoding process in ternary error-correcting output codes S Escalera, O Pujol, P Radeva IEEE transactions on pattern analysis and machine intelligence 32 (1), 120-134, 2008	353	2008
Chalearn looking at people challenge 2014: Dataset and results S Escalera, X Baró, J Gonzalez, MA Bautista, M Madadi, M Reyes, ... Computer Vision-ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and …, 2015	322	2015
Chalearn looking at people rgb-d isolated and continuous datasets for gesture recognition J Wan, Y Zhao, S Zhou, I Guyon, S Escalera, SZ Li Proceedings of the IEEE conference on computer vision and pattern …, 2016	319	2016
Chalearn lap 2016: First round challenge on first impressions-dataset and results V Ponce-López, B Chen, M Oliu, C Corneanu, A Clapés, I Guyon, X Baró, ... Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016	285	2016
Traffic sign recognition using evolutionary adaboost detection and forest-ECOC classification X Baró, S Escalera, J Vitria, O Pujol, P Radeva IEEE Transactions on Intelligent Transportation Systems 10 (1), 113-126, 2009	280	2009
Audio-visual emotion recognition in video clips F Noroozi, M Marjanovic, A Njegus, S Escalera, G Anbarjafari IEEE Transactions on Affective Computing 10 (1), 60-75, 2017	278	2017
Depth-based 3d hand pose estimation: From current achievements to future goals S Yuan, G Garcia-Hernando, B Stenger, G Moon, JY Chang, KM Lee, ... Proceedings of the IEEE conference on computer vision and pattern …, 2018	273	2018
Multi-modal gesture recognition challenge 2013: Dataset and results S Escalera, J Gonzàlez, X Baró, M Reyes, O Lopes, I Guyon, V Athitsos, ... Proceedings of the 15th ACM on International conference on multimodal …, 2013	249	2013
A survey on deep learning based approaches for action and gesture recognition in image sequences M Asadi-Aghbolaghi, A Clapes, M Bellantonio, HJ Escalante, ... 2017 12th IEEE international conference on automatic face & gesture …, 2017	234	2017
Chalearn looking at people 2015: Apparent age and cultural event recognition datasets and results S Escalera, J Fabian, P Pardo, X Baró, J Gonzalez, HJ Escalante, ... Proceedings of the IEEE international conference on computer vision …, 2015	232	2015
Featureweighting in dynamic timewarping for gesture recognition in depth data M Reyes, G Dominguez, S Escalera 2011 IEEE International Conference on Computer Vision Workshops (ICCV …, 2011	232	2011
Convolutional neural network super resolution for face recognition in surveillance monitoring P Rasti, T Uiboupin, S Escalera, G Anbarjafari Articulated Motion and Deformable Objects: 9th International Conference …, 2016	225	2016
A dataset and benchmark for large-scale multi-modal face anti-spoofing S Zhang, X Wang, A Liu, C Zhao, J Wan, S Escalera, H Shi, Z Wang, SZ Li Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	210	2019

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