Konstantinos G. Derpanis

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Kostas DaniilidisRuth Yalom Stone Professor of Computer and Information Science, University of PennsylvaniaVerified email at cis.upenn.edu
Richard WildesProfessor of Electrical Engineering and Computer Science, York UniversityVerified email at cse.yorku.ca
Xiaowei ZhouZhejiang UniversityVerified email at zju.edu.cn
Georgios PavlakosUC BerkeleyVerified email at berkeley.edu
Adam W. HarleyPostdoctoral Scholar, Stanford UniversityVerified email at cs.stanford.edu
Menglong ZhuDirector of Machine Learning, DJIVerified email at dji.com
Neil BruceSchool of Computer Science, University of GuelphVerified email at uoguelph.ca
John K. TsotsosYork University, CanadaVerified email at eecs.yorku.ca
Allan D. JepsonSamsung AIC Toronto; University of TorontoVerified email at cs.toronto.edu
Md Amirul IslamHuawei Noah's Ark LabVerified email at huawei.com
Sen JiaPostdoctoral Researcher, Waterloo UniversityVerified email at uwaterloo.ca
Björn OmmerProfessor, Computer Vision & Learning Group (CompVis), University of MunichVerified email at uni-heidelberg.de
Mikhail SizintsevComputer Scientist, SRI InternationalVerified email at sri.com
Davide ScaramuzzaProfessor of Robotics and Perception, University of ZurichVerified email at ifi.uzh.ch
Jason J. YuYork UniversityVerified email at eecs.yorku.ca
W. James MacLeanAssistant Professor of Electrical & Computer Engineering, University of TorontoVerified email at utoronto.ca
Iasonas KokkinosSnap Inc., University College LondonVerified email at snapchat.com
Marcus A BrubakerAssistant Professor, York University; Faculty Affiliate, Vector InstituteVerified email at yorku.ca
Oleh RybkinPh.D. student, University of PennsylvaniaVerified email at seas.upenn.edu
Andrew JaegleResearch Scientist, DeepMindVerified email at google.com

Konstantinos G. Derpanis

York University and Samsung AI Centre Toronto

Verified email at eecs.yorku.ca - Homepage

Computer Vision


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Coarse-to-fine volumetric prediction for single-image 3D human pose G Pavlakos, X Zhou, KG Derpanis, K Daniilidis Proceedings of the IEEE conference on computer vision and pattern …, 2017	802	2017
Sparseness meets deepness: 3d human pose estimation from monocular video X Zhou, M Zhu, S Leonardos, KG Derpanis, K Daniilidis Proceedings of the IEEE conference on computer vision and pattern …, 2016	473	2016
Back to basics: Unsupervised learning of optical flow via brightness constancy and motion smoothness JJ Yu, AW Harley, KG Derpanis Computer Vision–ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8 …, 2016	412	2016
6-dof object pose from semantic keypoints G Pavlakos, X Zhou, A Chan, KG Derpanis, K Daniilidis 2017 IEEE international conference on robotics and automation (ICRA), 2011-2018, 2017	404	2017
From actemes to action: A strongly-supervised representation for detailed action understanding W Zhang, M Zhu, KG Derpanis Proceedings of the IEEE international conference on computer vision, 2248-2255, 2013	338	2013
Evaluation of deep convolutional nets for document image classification and retrieval AW Harley, A Ufkes, KG Derpanis 2015 13th International Conference on Document Analysis and Recognition …, 2015	308	2015
Single image 3D object detection and pose estimation for grasping M Zhu, KG Derpanis, Y Yang, S Brahmbhatt, M Zhang, C Phillips, M Lecce, ... 2014 IEEE International Conference on Robotics and Automation (ICRA), 3936-3943, 2014	212	2014
Monocap: Monocular human motion capture using a cnn coupled with a geometric prior X Zhou, M Zhu, G Pavlakos, S Leonardos, KG Derpanis, K Daniilidis IEEE transactions on pattern analysis and machine intelligence 41 (4), 901-914, 2018	198	2018
Harvesting multiple views for marker-less 3d human pose annotations G Pavlakos, X Zhou, KG Derpanis, K Daniilidis Proceedings of the IEEE conference on computer vision and pattern …, 2017	193	2017
End-to-end learning of representations for asynchronous event-based data D Gehrig, A Loquercio, KG Derpanis, D Scaramuzza Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	186	2019
Dynamic scene understanding: The role of orientation features in space and time in scene classification KG Derpanis, M Lecce, K Daniilidis, RP Wildes 2012 IEEE Conference on Computer Vision and Pattern Recognition, 1306-1313, 2012	159	2012
Segmentation-aware convolutional networks using local attention masks AW Harley, KG Derpanis, I Kokkinos Proceedings of the IEEE International Conference on Computer Vision, 5038-5047, 2017	149	2017
Efficient action spotting based on a spacetime oriented structure representation KG Derpanis, M Sizintsev, K Cannons, RP Wildes 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	137	2010
Spacetime Texture Representation and Recognition Based on a Spatiotemporal Orientation Analysis KG Derpanis, RP Wildes IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012	100	2012
Three-dimensional nth derivative of Gaussian separable steerable filters KG Derpanis, JM Gryn IEEE International Conference on Image Processing 2005 3, III-553, 2005	99	2005
Dynamic texture recognition based on distributions of spacetime oriented structure KG Derpanis, RP Wildes 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	89	2010
Action Spotting and Recognition Based on a Spatiotemporal Orientation Analysis K Derpanis, M Sizintsev, K Cannons, R Wildes IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2012	86	2012
Fast hand gesture recognition for real-time teleconferencing applications J MacLean, R Herpers, C Pantofaru, L Wood, K Derpanis, D Topalovic, ... Proceedings IEEE ICCV Workshop on Recognition, Analysis, and Tracking of …, 2001	75	2001
Learning multi-scale photo exposure correction M Afifi, KG Derpanis, B Ommer, MS Brown Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	72*	2021
Adaptive step size window matching for detection N Mekuz, KG Derpanis, JK Tsotsos 18th International Conference on Pattern Recognition (ICPR'06) 2, 259-262, 2006	69	2006

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