PoseTrack: A Benchmark for Human Pose Estimation and Tracking

Keywords

Benchmark (surveying), Pose, Computer science, Artificial intelligence, Set (abstract data type)

References

• Flowing ConvNets for Human Pose Estimation in VideosTomas Pfister, James Charles, Andrew Zisserman — 2015
• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksShaoqing Ren, Kaiming He, Ross Girshick — 2015
• Efficiently Scaling up Crowdsourced Video AnnotationCarl Vondrick, Donald J. Patterson, Deva Ramanan — 2012
• Near-Online Multi-target Tracking with Aggregated Local Flow DescriptorWongun Choi — 2015
• Human Pose Estimation with Iterative Error FeedbackJoão Carreira, Pulkit Agrawal, Katerina Fragkiadaki — 2015
• Very Deep Convolutional Networks for Large-Scale Image RecognitionKaren Simonyan, Andrew Zisserman — 2014
• Efficient object localization using Convolutional NetworksJonathan Tompson, Ross Goroshin, Arjun Jain — 2014
• Towards Understanding Action RecognitionHueihan Jhuang, Jüergen Gall, Silvia Zuffi — 2013
• An online learned CRF model for multi-target trackingBo Yang, Ram Nevatia — 2012
• 2D Human Pose Estimation: New Benchmark and State of the Art AnalysisMykhaylo Andriluka, Leonid Pishchulin, Peter Gehler — 2014
• Parsing human motion with stretchable modelsBenjamin Sapp, David Weiß, Ben Taskar — 2011
• HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human MotionLeonid Sigal, Alexandru O. Bălan, Michael J. Black — 2010
• Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural EnvironmentsCatalin Ionescu, Dragos Papava, Vlad Olaru — 2014
• Learning effective human pose estimation from inaccurate annotationP. Sam Johnson, Mark Everingham — 2011
• A simple recursive numerical method for Bermudan option pricing under Lévy processesConall O’Sullivan — 2006
• DeepPose: Human Pose Estimation via Deep Neural NetworksAlexander Toshev, Christian Szegedy — 2013
• Clustered Pose and Nonlinear Appearance Models for Human Pose EstimationP. Sam Johnson, Mark Everingham — 2010
• Joint Training of a Convolutional Network and a Graphical Model for Human Pose EstimationJonathan Tompson, Arjun Jain, Yann LeCun — 2014
• From Actemes to Action: A Strongly-Supervised Representation for Detailed Action UnderstandingWeiyu Zhang, Menglong Zhu, Konstantinos G. Derpanis — 2013
• Human Pose Estimation Using Body Parts Dependent Joint RegressorsMatthias Dantone, Jüergen Gall, Christian Leistner — 2013

Cited by

• Multiple object tracking: A literature reviewWenhan Luo, Junliang Xing, Anton Milan — 2014
• Survey on Emotional Body Gesture RecognitionFatemeh Noroozi, Ciprian Corneanu, Dorota Kamińska — 2018
• Pose Flow: Efficient Online Pose TrackingYuliang Xiu, Jiefeng Li, Haoyu Wang — 2018
• Learning to Detect and Track Visible and Occluded Body Joints in a Virtual WorldMatteo Fabbri, Fabio Lanzi, Simone Calderara — 2018
• Simple Baselines for Human Pose Estimation and TrackingBin Xiao, Haiping Wu, Yichen Wei — 2018
• Learning to Refine Human Pose EstimationMihai Fieraru, Anna Khoreva, Leonid Pishchulin — 2018
• JointFlow: Temporal Flow Fields for Multi Person Pose EstimationAndreas Doering, Umar Iqbal, Jüergen Gall — 2018
• DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency StructuresAndrew R. Lawrence, Carl Henrik Ek, Neill D. F. Campbell — 2018
• Seeding Deep Learning using Wireless LocalizationZhujun Xiao, Yanzi Zhu, Yuxin Chen — 2018
• Addressing Training Bias via Automated Image AnnotationZhujun Xiao, Yanzi Zhu, Yuxin Chen — 2018
• Centrality Graph Convolutional Networks for Skeleton-based Action RecognitionDong Yang, Monica Mengqi Li, Hong Fu — 2020
• Efficient Online Multi-Person 2D Pose Tracking With Recurrent Spatio-Temporal Affinity FieldsYaadhav Raaj, Haroon Idrees, Gines Hidalgo — 2018
• PoseFix: Model-Agnostic General Human Pose Refinement NetworkGyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee — 2018
• CamLoc: Pedestrian Location Detection from Pose Estimation on Resource-constrained Smart-camerasAdrian Cosma, Emilian Rǎdoi, Valentin Radu — 2018
• Training Algorithms for Multiple Object TrackingAndrii Maksai — 2019
• MOTS: Multi-Object Tracking and SegmentationPaul Voigtlaender, Michael Krause, Aljoša Ošep — 2019
• Human Pose Estimation in Real Traffic ScenesViktor Kreß, Janis Jung, Stefan Zernetsch — 2018
• Deep High-Resolution Representation Learning for Human Pose EstimationKe Sun, Bin Xiao, Dong Liu — 2019
• Adapting RGB Pose Estimation to New DomainsGururaj Mulay, Bruce A. Draper, J. Ross Beveridge — 2019
• Efficient deep learning methods for human pose estimationUmer Rafi — 2018

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