Marco Pedersoli

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Jordi GonzàlezUniversitat Autònoma de Barcelona, Computer Vision CenterVerified email at cvc.uab.es
Tinne TuytelaarsKU Leuven - PSI, BelgiumVerified email at esat.kuleuven.be
Luc Van Goolprofessor computer vision ETH Zurich & KU Leuven, Head Toyota Lab TRACE @ KUL & ETHVerified email at ethz.ch
Amir GhodratiQualcomm AI Research NetherlandsVerified email at qti.qualcomm.com
Ismail Ben AyedProfessor, ETS Montreal and CRCHUMVerified email at etsmtl.ca
Eric GrangerProfessor, Dept. of Systems Engineering, École de technologie supérieure, LIVIA, REPARTIVerified email at etsmtl.ca
Hakan BilenSchool of Informatics, University of EdinburghVerified email at ed.ac.uk
Christian DesrosiersProfessor, École de technologie supérieure - LIVIA - Regroupement stratégique REPARTIVerified email at etsmtl.ca
Jizong PengPh. D, École de technologie supérieureVerified email at ens.etsmtl.ca
Markus MathiasRWTH Aachen UniversityVerified email at vision.rwth-aachen.de
Rodrigo BenensonResearch scientist at GoogleVerified email at google.com
Andrea VedaldiUniversity of OxfordVerified email at robots.ox.ac.uk
Jose DolzAssistant Professor, ETS MontrealVerified email at etsmtl.ca
Ali DibaCo-Founder@Sensifai, KU LeuvenVerified email at sensifai.com
Thomas LucasInriaVerified email at inria.fr
Jakob VerbeekFacebook AI ResearchVerified email at inria.fr
Cordelia SchmidResearch director INRIA Verified email at inria.fr
Andrew D. BagdanovAssociate Professor, University of Florence, ItalyVerified email at unifi.it
Xu JiaAssociate Professor at Dalian University of TechnologyVerified email at dlut.edu.cn
Ivan HuertaResearch ScientistVerified email at cvc.uab.es

Marco Pedersoli

Associate professor, École de technologie supérieure, Montréal, Québec, Canada

Verified email at etsmtl.ca - Homepage

Computer Vision Machine Learning Weakly Supervised Learning Efficient Deep Learning AutoML


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Face detection without bells and whistles M Mathias, R Benenson, M Pedersoli, L Van Gool European conference on computer vision, 720-735, 2014	611	2014
A coarse-to-fine approach for fast deformable object detection M Pedersoli, A Vedaldi, J Gonzalez, X Roca Pattern Recognition 48 (5), 1844-1853, 2015	239	2015
Weakly supervised object detection with convex clustering H Bilen, M Pedersoli, T Tuytelaars Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015	185	2015
Weakly supervised object detection with posterior regularization H Bilen, M Pedersoli, T Tuytelaars Proceedings BMVC 2014, 1-12, 2014	138	2014
Areas of Attention for Image Captioning M Pedersoli, T Lucas, C Schmid, J Verbeek Proceedings of the IEEE International Conference on Computer Vision, 2017	128	2017
Deepproposal: Hunting objects by cascading deep convolutional layers A Ghodrati, A Diba, M Pedersoli, T Tuytelaars, L Van Gool Proceedings of the IEEE international conference on computer vision, 2578-2586, 2015	123	2015
Toward Real-Time Pedestrian Detection Based on a Deformable Template Model M Pedersoli, J Gonzàlez, X Hu, X Roca IEEE Transactions on Intelligent Transportation Systems, 1-10, 2014	59	2014
Is 2d information enough for viewpoint estimation? A Ghodrati, M Pedersoli, T Tuytelaars Proceedings BMVC 2014, 1-12, 2014	49	2014
Recursive coarse-to-fine localization for fast object detection M Pedersoli, J Gonzàlez, AD Bagdanov, JJ Villanueva European Conference on Computer Vision, 280-293, 2010	47	2010
Towards automatic image editing: Learning to see another you A Ghodrati, X Jia, M Pedersoli, T Tuytelaars arXiv preprint arXiv:1511.08446, 2015	35	2015
Deep co-training for semi-supervised image segmentation J Peng, G Estrada, M Pedersoli, C Desrosiers Pattern Recognition 107, 107269, 2020	28	2020
An attention model for group-level emotion recognition A Gupta, D Agrawal, H Chauhan, J Dolz, M Pedersoli Proceedings of the 20th ACM International Conference on Multimodal …, 2018	25	2018
On importance of interactions and context in human action recognition N Shapovalova, W Gong, M Pedersoli, FX Roca, J Gonzalez Iberian conference on pattern recognition and image analysis, 58-66, 2011	22	2011
Deep clustering: On the link between discriminative models and k-means M Jabi, M Pedersoli, A Mitiche, IB Ayed IEEE transactions on pattern analysis and machine intelligence, 2019	21	2019
An elastic deformation field model for object detection and tracking M Pedersoli, R Timofte, T Tuytelaars, L Van Gool International Journal of Computer Vision, 2014	20	2014
Enhancing real-time human detection based on histograms of oriented gradients M Pedersoli, J Gonzalez, B Chakraborty, JJ Villanueva Computer Recognition Systems 2, 739-746, 2007	18	2007
DeepProposals: Hunting objects and actions by cascading deep convolutional layers A Ghodrati, A Diba, M Pedersoli, T Tuytelaars, L Van Gool International Journal of Computer Vision 124 (2), 115-131, 2017	16	2017
Combining where and what in change detection for unsupervised foreground learning in surveillance I Huerta, M Pedersoli, J Gonzàlez, A Sanfeliu Pattern Recognition 48 (3), 709-719, 2015	16	2015
Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision M Pedersoli, T Tuytelaars, L Gool Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014	13	2014
Discretely-constrained deep network for weakly supervised segmentation J Peng, H Kervadec, J Dolz, IB Ayed, M Pedersoli, C Desrosiers Neural Networks 130, 297-308, 2020	12	2020

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