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Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity

13 June 2023

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Papers citing "Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity"

35 / 35 papers shown

Title
Automatic Gradient Descent: Deep Learning without Hyperparameters Jeremy Bernstein Chris Mingard Kevin Huang Navid Azizan Yisong Yue ODL 48 17 0 11 Apr 2023
Symbolic Discovery of Optimization Algorithms Xiangning Chen Chen Liang Da Huang Esteban Real Kaiyuan Wang ... Xuanyi Dong Thang Luong Cho-Jui Hsieh Yifeng Lu Quoc V. Le 161 377 0 13 Feb 2023
I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation Yiwei Ding W. Deng Yinglin Zheng Peng Liu Meihong Wang Xuan Cheng Jianmin Bao Dong Chen Ming Zeng 3DH 73 13 0 22 Jun 2022
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video Yu-Feng Cheng Bo Wang R. Tan 3DH 46 23 0 02 May 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 92 538 0 26 Apr 2022
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations Bruno Artacho Andreas E. Savakis 59 7 0 20 Dec 2021
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation Guillem Brasó Nikita Kister Laura Leal-Taixé 3DPC 70 39 0 11 Oct 2021
Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation Nan Xue Tianfu Wu Gui-Song Xia Lefei Zhang 3DH 88 32 0 08 Sep 2021
Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression Zigang Geng Ke Sun Bin Xiao Zhaoxiang Zhang Jingdong Wang 3DH 100 252 0 06 Apr 2021
TFPose: Direct Human Pose Estimation with Transformers Wei Mao Yongtao Ge Chunhua Shen Zhi Tian Xinlong Wang Zhibin Wang ViT 90 88 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 467 21,603 0 25 Mar 2021
Multi-Instance Pose Networks: Rethinking Top-Down Pose Estimation Rawal Khirodkar Visesh Chari Amit Agrawal A. Tyagi 72 68 0 27 Jan 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 196 270 0 28 Dec 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 89 126 0 23 Jul 2020
Peeking into occluded joints: A novel framework for crowd pose estimation Lingteng Qiu Xuanye Zhang Yanran Li Guanbin Li Xiaojun Wu Zixiang Xiong Xiaoguang Han Shuguang Cui 175 72 0 23 Mar 2020
Deep learning tools for the measurement of animal behavior in neuroscience Mackenzie W. Mathis Alexander Mathis 3DV VLM 84 317 0 30 Sep 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 79 676 0 27 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 395 3,630 0 20 Aug 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 179 2,883 0 17 Jun 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,599 0 18 Dec 2018
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 69 165 0 10 Dec 2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Jiefeng Li Can Wang Hao Zhu Yihuan Mao Haoshu Fang Cewu Lu 70 512 0 02 Dec 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 324 5,114 0 09 Sep 2018
Learning to Refine Human Pose Estimation Mihai Fieraru Anna Khoreva L. Pishchulin Bernt Schiele 3DH 118 94 0 21 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 136 21,495 0 08 Apr 2018
Pose2Seg: Detection Free Human Instance Segmentation Song-Hai Zhang Ruilong Li Xin Dong Paul L. Rosin Zixi Cai Xi Han Dingcheng Yang Haozhi Huang Shimin Hu SSeg 67 204 0 28 Mar 2018
Benchmarking and Error Diagnosis in Multi-Instance Pose Estimation M. R. Ronchi Pietro Perona 70 164 0 17 Jul 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 372 27,253 0 20 Mar 2017
ArtTrack: Articulated Multi-person Tracking in the Wild Eldar Insafutdinov Mykhaylo Andriluka L. Pishchulin Siyu Tang Evgeny Levinkov Bjoern Andres Bernt Schiele VOT 67 266 0 05 Dec 2016
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 172 1,587 0 01 Dec 2016
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Alejandro Newell Zhiao Huang Jia Deng 101 923 0 16 Nov 2016
Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians Peiyun Hu Deva Ramanan BDL 58 113 0 21 Jul 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,875 0 01 May 2014