Fetching the paper…
Reading the bibliography…
Recent studies on 2D pose estimation have achieved excellent performance on public benchmarks, yet its application in the industrial community still suffers from heavy model parameters and high latency.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
1€ filter: a simple speed-based low-pass filter for noisy input in interactive systems
Géry Casiez, Nicolas Roussel, and Daniel Vogel · 2012
Earlier work this paper cites.
2d human pose estimation: New benchmark and state of the art analysis
Mykhaylo Andriluka, Leonid Pishchulin, Peter V. Gehler, and Bernt Schiele · 2014
Earlier work this paper cites.
Microsoft COCO: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
Earlier work this paper cites.
Deeppose: Human pose estimation via deep neural networks
Alexander Toshev and Christian Szegedy · 2014
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
Earlier work this paper cites.
Deepcut: Joint subset partition and labeling for multi person pose estimation
Leonid Pishchulin, Eldar Insafutdinov, Siyu Tang, Bjoern Andres, Mykhaylo Andriluka, Peter V Gehler, and Bernt Schiele · 2016
Earlier work this paper cites.
Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, and Zbigniew Wojna · 2016
Earlier work this paper cites.
Realtime multi-person 2d pose estimation using part affinity fields
Zhe Cao, Tomas Simon, Shih-En Wei, and Yaser Sheikh · 2017
Earlier work this paper cites.
Improved regularization of convolutional neural networks with cutout
Terrance DeVries and Graham W. Taylor · 2017
Earlier work this paper cites.
Associative embedding: End-to-end learning for joint detection and grouping
Alejandro Newell, Zhiao Huang, and Jia Deng · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Ai challenger : A large-scale dataset for going deeper in image understanding
Jiahong Wu, He Zheng, Bo Zhao, Yixin Li, Baoming Yan, Rui Liang, Wenjia Wang, Shipei Zhou, Guosen Lin, Yanwei Fu, Yizhou Wang, and Yonggang Wang · 2017
Earlier work this paper cites.
Crowdpose: Efficient crowded scenes pose estimation and a new benchmark
Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, and Cewu Lu · 2018
Earlier work this paper cites.
Crowdpose: Efficient crowded scenes pose estimation and a new benchmark
Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, and Cewu Lu · 2018
Earlier work this paper cites.
Yolov3: An incremental improvement
Joseph Redmon and Ali Farhadi · 2018
Earlier work this paper cites.
Mobilenetv2: Inverted residuals and linear bottlenecks
Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, and Liang-Chieh Chen · 2018
Earlier work this paper cites.
Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
Earlier work this paper cites.
Openpose: Realtime multi-person 2d pose estimation using part affinity fields
Z. Cao, G. Hidalgo Martinez, T. Simon, S. Wei, and Y. A. Sheikh · 2019
Earlier work this paper cites.
Soft labels for ordinal regression
Raúl Díaz and Amit Marathe · 2019
Earlier work this paper cites.
Single-network whole-body pose estimation
Gines Hidalgo, Yaadhav Raaj, Haroon Idrees, Donglai Xiang, Hanbyul Joo, Tomas Simon, and Yaser Sheikh · 2019
Cited alongside, same era.
Pifpaf: Composite fields for human pose estimation
Sven Kreiss, Lorenzo Bertoni, and Alexandre Alahi · 2019
Cited alongside, same era.
Deep high-resolution representation learning for human pose estimation
Ke Sun, Bin Xiao, Dong Liu, and Jingdong Wang · 2019
Cited alongside, same era.
Blazepose: On-device real-time body pose tracking, 2020
Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran, Tyler Zhu, Fan Zhang, and Matthias Grundmann · 2020
Cited alongside, same era.
Learning delicate local representations for multi-person pose estimation
Yuanhao Cai, Zhicheng Wang, Zhengxiong Luo, Binyi Yin, Angang Du, Haoqian Wang, Xiangyu Zhang, Xinyu Zhou, Erjin Zhou, and Jian Sun · 2020
Cited alongside, same era.
End-to-end object detection with transformers
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko · 2020
Pose recognition with cascade transformers
Ke Li, Shijie Wang, Xiang Zhang, Yifan Xu, Weijian Xu, and Zhuowen Tu · 2021
Later among the works it cites.
Simcc: a simple coordinate classification perspective for human pose estimation, 2021
Yanjie Li, Sen Yang, Peidong Liu, Shoukui Zhang, Yunxiao Wang, Zhicheng Wang, Wankou Yang, and Shu-Tao Xia · 2021
Later among the works it cites.
Tokenpose: Learning keypoint tokens for human pose estimation
Yanjie Li, Shoukui Zhang, Zhicheng Wang, Sen Yang, Wankou Yang, Shu-Tao Xia, and Erjin Zhou · 2021
Later among the works it cites.
Polarized self-attention: towards high-quality pixel-wise regression
Huajun Liu, Fuqiang Liu, Xinyi Fan, and Dong Huang · 2021
Later among the works it cites.
Swin transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Higherhrnet: Scale-aware representation learning for bottom-up human pose estimation
Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S Huang, and Lei Zhang · 2020
Cited alongside, same era.
Openmmlab pose estimation toolbox and benchmark
MMPose Contributors · 2020
Cited alongside, same era.
The devil is in the details: Delving into unbiased data processing for human pose estimation
Junjie Huang, Zheng Zhu, Feng Guo, and Guan Huang · 2020
Cited alongside, same era.
The devil is in the details: Delving into unbiased data processing for human pose estimation
Junjie Huang, Zheng Zhu, Feng Guo, and Guan Huang · 2020
Cited alongside, same era.
Aid: Pushing the performance boundary of human pose estimation with information dropping augmentation, 2020
Junjie Huang, Zheng Zhu, Guan Huang, and Dalong Du · 2020
Cited alongside, same era.
Differentiable hierarchical graph grouping for multi-person pose estimation
Sheng Jin, Wentao Liu, Enze Xie, Wenhai Wang, Chen Qian, Wanli Ouyang, and Ping Luo · 2020
Cited alongside, same era.
Rethinking the heatmap regression for bottom-up human pose estimation
Zhengxiong Luo, Zhicheng Wang, Yan Huang, Liang Wang, Tieniu Tan, and Erjin Zhou · 2021
Later among the works it cites.
Nanodet-plus: Super fast and high accuracy lightweight anchor-free object detection model
RangiLyu · 2021
Later among the works it cites.
Pyramid vision transformer: A versatile backbone for dense prediction without convolutions
Wenhai Wang, Enze Xie, Xiang Li, Deng-Ping Fan, Kaitao Song, Ding Liang, Tong Lu, Ping Luo, and Ling Shao · 2021
Later among the works it cites.
Transpose: Keypoint localization via transformer
Sen Yang, Zhibin Quan, Mu Nie, and Wankou Yang · 2021
Later among the works it cites.
Lite-hrnet: A lightweight high-resolution network
Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, and Jingdong Wang · 2021
Later among the works it cites.
Ap-10k: A benchmark for animal pose estimation in the wild
Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, and Dacheng Tao · 2021
Later among the works it cites.
Rethinking semantic segmentation from a sequence-to-sequence perspective with transformers
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip HS Torr, et al · 2021
Later among the works it cites.
Alphapose: Whole-body regional multi-person pose estimation and tracking in real-time
Hao-Shu Fang, Jiefeng Li, Hongyang Tang, Chao Xu, Haoyi Zhu, Yuliang Xiu, Yong-Lu Li, and Cewu Lu · 2022
Later among the works it cites.
Transformer quality in linear time
Weizhe Hua, Zihang Dai, Hanxiao Liu, and Quoc V. Le · 2022
Later among the works it cites.
Exploring plain vision transformer backbones for object detection
Yanghao Li, Hanzi Mao, Ross Girshick, and Kaiming He · 2022
Later among the works it cites.
Video swin transformer
Ze Liu, Jia Ning, Yue Cao, Yixuan Wei, Zheng Zhang, Stephen Lin, and Han Hu · 2022
Later among the works it cites.
Rtmdet: An empirical study of designing real-time object detectors, 2022
Chengqi Lyu, Wenwei Zhang, Haian Huang, Yue Zhou, Yudong Wang, Yanyi Liu, Shilong Zhang, and Kai Chen · 2022
Later among the works it cites.
Poseur: Direct human pose regression with transformers
Weian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, and Anton van den Hengel · 2022
Later among the works it cites.
End-to-end multi-person pose estimation with transformers
Dahu Shi, Xing Wei, Liangqi Li, Ye Ren, and Wenming Tan · 2022
Later among the works it cites.
Zoomnas: Searching for whole-body human pose estimation in the wild
Lumin Xu, Sheng Jin, Wentao Liu, Chen Qian, Wanli Ouyang, Ping Luo, and Xiaogang Wang · 2022
Later among the works it cites.
Vitpose: Simple vision transformer baselines for human pose estimation, 2022
Yufei Xu, Jing Zhang, Qiming Zhang, and Dacheng Tao · 2022
Later among the works it cites.
Next-generation pose detection with movenet and tensorflow.js
Ronny Votel, Na Li, and Google Research · 2023
Closest in time.