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We propose a human pose estimation framework that solves the task in the regression-based fashion.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Strong appearance and expressive spatial models for human pose estimation
Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler, and Bernt Schiele · 2013
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2d human pose estimation: New benchmark and state of the art analysis
Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler, and Bernt Schiele · 2014
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Microsoft coco: Common objects in context
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Joint training of a convolutional network and a graphical model for human pose estimation
Jonathan Tompson, Arjun Jain, Yann LeCun, and Christoph Bregler · 2014
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Deeppose: Human pose estimation via deep neural networks
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Karen Simonyan and Andrew Zisserman · 2015
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Human pose estimation via convolutional part heatmap regression
Adrian Bulat and Georgios Tzimiropoulos · 2016
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Human pose estimation with iterative error feedback
Joao Carreira, Pulkit Agrawal, Katerina Fragkiadaki, and Jitendra Malik · 2016
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Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Bottom-up and top-down reasoning with hierarchical rectified gaussians
Peiyun Hu and Deva Ramanan · 2016
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Human pose estimation using deep consensus voting
Ita Lifshitz, Ethan Fetaya, and Shimon Ullman · 2016
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Associative embedding: End-to-end learning for joint detection and grouping
Alejandro Newell, Zhiao Huang, and Jia Deng · 2016
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Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
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An efficient convolutional network for human pose estimation
Umer Rafi, Bastian Leibe, Juergen Gall, and Ilya Kostrikov · 2016
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Multi-context attention for human pose estimation
Xiao Chu, Wei Yang, Wanli Ouyang, Cheng Ma, Alan L Yuille, and Xiaogang Wang · 2017
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Mask r-cnn
Kaiming He, Georgia Gkioxari, Piotr Dollár, and Ross Girshick · 2017
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Towards accurate multi-person pose estimation in the wild
George Papandreou, Tyler Zhu, Nori Kanazawa, Alexander Toshev, Jonathan Tompson, Chris Bregler, and Kevin Murphy · 2017
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Compositional human pose regression
Xiao Sun, Jiaxiang Shang, Shuang Liang, and Yichen Wei · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Lukasz Kaiser, and Illia Polosukhin · 2017
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Cascaded pyramid network for multi-person pose estimation
Yilun Chen, Zhicheng Wang, Yuxiang Peng, Zhiqiang Zhang, Gang Yu, and Jian Sun · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
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Facial landmarks detection by self-iterative regression based landmarks-attention network
Tao Hu, Honggang Qi, Jizheng Xu, and Qingming Huang · 2018
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Multi-scale structure-aware network for human pose estimation
Directpose: Direct end-to-end multi-person pose estimation
Zhi Tian, Hao Chen, and Chunhua Shen · 2019
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Human pose estimation with spatial contextual information
Hong Zhang, Hao Ouyang, Shu Liu, Xiaojuan Qi, Xiaoyong Shen, Ruigang Yang, and Jiaya Jia · 2019
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Language models are few-shot learners
Tom B Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020
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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
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End-to-end object detection with transformers
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Lipeng Ke, Ming-Ching Chang, Honggang Qi, and Siwei Lyu · 2018
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Numerical coordinate regression with convolutional neural networks
Aiden Nibali, Zhen He, Stuart Morgan, and Luke Prendergast · 2018
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Integral human pose regression
Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, and Yichen Wei · 2018
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Deeply learned compositional models for human pose estimation
Wei Tang, Pei Yu, and Ying Wu · 2018
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Mscoco keypoints challenge 2018
Zhicheng Wang, Wenbo Li, Binyi Yin, Qixiang Peng, Tianzi Xiao, Yuming Du, Zeming Li, Xiangyu Zhang, Gang Yu, and Jian Sun · 2018
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Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
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Simple baselines for human pose estimation and tracking
Bin Xiao, Haiping Wu, and Yichen Wei · 2018
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Pre-trained image processing transformer
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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
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Openmmlab pose estimation toolbox and benchmark
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A survey on visual transformer
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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
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Hand-transformer: Non-autoregressive structured modeling for 3d hand pose estimation
Lin Huang, Jianchao Tan, Ji Liu, and Junsong Yuan · 2020
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Hot-net: Non-autoregressive transformer for 3d hand-object pose estimation
Lin Huang, Jianchao Tan, Jingjing Meng, Ji Liu, and Junsong Yuan · 2020
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End-to-end human pose and mesh reconstruction with transformers
Kevin Lin, Lijuan Wang, and Zicheng Liu · 2020
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Rethinking the heatmap regression for bottom-up human pose estimation
Zhengxiong Luo, Zhicheng Wang, Yan Huang, Tieniu Tan, and Erjin Zhou · 2020
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MaX-DeepLab: End-to-end panoptic segmentation with mask transformers
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