Hamid Rezatofighi

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Ian D ReidMohammad Bin Zayed University of Artificial Intelligence and University of AdelaideVerified email at adelaide.edu.au
Silvio SavareseAssociate Professor of Computer Science at Stanford UniversityVerified email at stanford.edu
Anton MilanAmazonVerified email at amazon.com
Ba-Ngu VoCurtin UniversityVerified email at curtin.edu.au
Roberto Martín-MartínAssistant Professor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Konrad SchindlerProfessor of Photogrammetry and Remote Sensing, ETH ZurichVerified email at ethz.ch
Laura Leal-TaixéSenior Research Manager at NVIDIA. Prev. Prof. TU MunichVerified email at tum.de
Daniel CremersTechnical University of MunichVerified email at tum.de
Jianfei CaiProfessor of Data Science & AI, Monash UniversityVerified email at monash.edu
Stephen GouldProfessor at Australian National University | Scholar at AmazonVerified email at anu.edu.au
Richard HartleyAustralian National University, National ICT Australia (NICTA)Verified email at anu.edu.au
Stefan RothProfessor of Computer Science, TU DarmstadtVerified email at cs.tu-darmstadt.de
Ehsan AdeliStanford UniversityVerified email at stanford.edu
Mathieu SalzmannEPFLVerified email at epfl.ch
Juan Carlos NieblesResearch Director (Salesforce) & Adjunct Professor (Stanford University)Verified email at cs.stanford.edu
Tom DrummondMelbourne Connect Chair of Digital Innovation for Society, University of MelbourneVerified email at unimelb.edu.au
Andreas GeigerProfessor of Computer Science, University of Tübingen and Tübingen AI CenterVerified email at uni-tuebingen.de
Richard NewcombeVP, Research Science at Reality Labs ResearchVerified email at cs.washington.edu
Anton van den HengelDirector of Applied Science at Amazon and Director of the Centre for Augmented Reasoning at AIML.Verified email at adelaide.edu.au
Stefano ErmonStanford UniversityVerified email at cs.stanford.edu

Hamid Rezatofighi

Assistant Professor, Monash University, Melbourne, Australia

Verified email at monash.edu - Homepage

Computer Vision Robot Vision Multi-object Tracking Deep Learning


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Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression H Rezatofighi, N Tsoi, JY Gwak, A Sadeghian, I Reid, S Savarese IEEE Conference on Computer Vision and Pattern Recognition (CVPR19), 2019	3921	2019
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints A Sadeghian, V Kosaraju, A Sadeghian, N Hirose, H Rezatofighi, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR19), 2019	868	2019
Online multi-target tracking using recurrent neural networks A Milan, SH Rezatofighi, A Dick, I Reid, K Schindler Thirty-First AAAI Conference on Artificial Intelligence (AAAI17), 2017	631	2017
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V Kosaraju, A Sadeghian, R Martín-Martín, I Reid, SH Rezatofighi, ... Advances in Neural Information Processing Systems (NeurIPS19), 137--146, 2019	560	2019
Mot20: A benchmark for multi object tracking in crowded scenes P Dendorfer, H Rezatofighi, A Milan, J Shi, D Cremers, I Reid, S Roth, ... arXiv preprint arXiv:2003.09003, 2020	517	2020
Joint probabilistic data association revisited S Hamid Rezatofighi, A Milan, Z Zhang, Q Shi, A Dick, I Reid IEEE international conference on computer vision (ICCV15), 3047-3055, 2015	406*	2015
Automatic recognition of five types of white blood cells in peripheral blood SH Rezatofighi, H Soltanian-Zadeh Computerized Medical Imaging and Graphics 35 (4), 333-343, 2011	336	2011
TopNet: Structural Point Cloud Decoder LP Tchapmi, V Kosaraju, H Rezatofighi, I Reid, S Savarese IEEE Conference on Computer Vision and Pattern Recognition (CVPR19), 383-392, 2019	331	2019
GMFlow: Learning Optical Flow via Global Matching H Xu, J Zhang, J Cai, H Rezatofighi, D Tao IEEE Conference on Computer Vision and Pattern Recognition (CVPR22), 2022	153	2022
CVPR19 tracking and detection challenge: How crowded can it get? P Dendorfer, H Rezatofighi, A Milan, J Shi, D Cremers, I Reid, S Roth, ... arXiv preprint arXiv:1906.04567, 2019	97	2019
JRDB: A Dataset and Benchmark of Egocentric Robot Visual Perception of Humans in Built Environments R Martín-Martín, M Patel, H Rezatofighi*, A Shenoi, JY Gwak, E Frankel, ... IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021	84*	2021
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking F Saleh, S Aliakbarian, H Rezatofighi, M Salzmann, S Gould IEEE Conference on Computer Vision and Pattern Recognition (CVPR21), 2021	81*	2021
JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset A Shenoi, M Patel, JY Gwak, P Goebel, A Sadeghian, H Rezatofighi, ... International Conference on Intelligent Robots and Systems (IROS20), 2020	81	2020
Multi-Target Tracking with Time-Varying Clutter Rate and Detection Profile: Application to Time-lapse Cell Microscopy Sequences SH Rezatofighi, S Gould, BN Vo, K Mele, R Hartley IEEE Transactions on Medical Imaging 34 (6), 1336-1348, 2015	79	2015
Online UAV Path Planning for Joint Detection and Tracking of Multiple Radio-tagged Objects H Van Nguyen, SH Rezatofighi, BN Vo, DC Ranasinghe IEEE Transactions on Signal Processing, 2019	72	2019
Data-driven approximations to NP-hard problems A Milan, SH Rezatofighi, R Garg, A Dick, I Reid Thirty-First AAAI Conference on Artificial Intelligence (AAAI17), 2017	63	2017
A new approach to white blood cell nucleus segmentation based on gram-schmidt orthogonalization SH Rezatofighi, H Soltanian-Zadeh, R Sharifian, RA Zoroofi 2009 International Conference on Digital Image Processing, 107-111, 2009	63	2009
Socially and Contextually Aware Human Motion and Pose Forecasting V Adeli, E Adeli, I Reid, JC Niebles, H Rezatofighi IEEE Robotics and Automation Letters (RA-L) & International Conference on …, 2020	60	2020
TrackerBots: Autonomous unmanned aerial vehicle for real‐time localization and tracking of multiple radio‐tagged animals HV Nguyen, M Chesser, LP Koh, SH Rezatofighi, DC Ranasinghe Journal of Field Robotics 36 (3), 617-635, 2019	60*	2019
Retinal vessel segmentation using a multi-scale medialness function E Moghimirad, SH Rezatofighi, H Soltanian-Zadeh Computers in biology and medicine 42 (1), 50-60, 2012	58	2012

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