CVPR2019 有关姿态估计方面的论文和代码
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1、Deep High-Resolution Representation Learning for Human Pose Estimation(目前SOTA,已经开源)
作者：Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang
论文链接：https://128.84.21.199/abs/1902.09212
代码链接：https://github.com/leoxiaobin/deep-high-resolution-net.pytorch
论文解读：https://mp.weixin.qq.com/s/ZRCzBTBmlEzQCVo1HLWtbQ
2、DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
作者：Chen Wang, Danfei Xu, Yuke Zhu, Roberto Martín-Martín, Cewu Lu, Li Fei-Fei, Silvio Savarese
论文链接：https://arxiv.org/abs/1901.04780
论文解读：https://mp.weixin.qq.com/s/wrND2cocWlPPVXPqpq-Glg
3、RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation
作者：Bastian Wandt, Bodo Rosenhahn
论文链接：https://arxiv.org/abs/1902.09868
4、3D Hand Shape and Pose Estimation from a Single RGB Image
作者：Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan
论文链接：https://arxiv.org/abs/1903.00812
5、Self-Supervised Learning of 3D Human Pose using Multi-view Geometry
作者：Muhammed Kocabas, Salih Karagoz, Emre Akbas
论文链接：https://arxiv.org/abs/1903.02330
Github链接：https://github.com/mkocabas/EpipolarPose
6、Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views
作者：Junting Dong, Wen Jiang, Qixing Huang, Hujun Bao, Xiaowei Zhou
论文链接：https://arxiv.org/abs/1901.04111
项目链接：https://zju-3dv.github.io/mvpose/
代码链接：https://github.com/zju-3dv/mvpose
7、Extreme Relative Pose Estimation for RGB-D Scans via Scene Completion (Oral)
作者：Zhenpei Yang, Jeffrey Z.Pan, Linjie Luo, Xiaowei Zhou, Kristen Grauman and Qixing Huang
论文链接：https://arxiv.org/pdf/1901.00063.pdf
代码链接: https://github.com/zhenpeiyang/RelativePose
8、PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation
作者：Sida Peng, Yuan Liu, Qixing Huang, Hujun Bao, and Xiaowei Zhou
论文链接：https://arxiv.org/pdf/1812.11788.pdf
9、PoseFix: Model-agnostic General Human Pose Refinement Network
作者：Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee
论文链接：https://arxiv.org/abs/1812.03595
源码链接：https://github.com/mks0601/PoseFix_RELEASE
10、Normalized Object Coordinate Space for Category-Level 6D Object Pose and Size Estimation(oral)
作者：He Wang, Srinath Sridhar, Jingwei Huang, Julien Valentin, Shuran Song, Leonidas J. Guibas
论文链接：https://arxiv.org/abs/1901.02970
11、PifPaf: Composite Fields for Human Pose Estimation(姿态估计）
作者：Sven Kreiss, Lorenzo Bertoni, Alexandre Alahi
论文链接：https://arxiv.org/abs/1903.06593
Demo链接：https://github.com/vita-epfl/openpifpafwebdemo
12、Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation(Oral，3D姿态估计)
作者：Xipeng Chen, Kwan-Yee Lin, Wentao Liu, Chen Qian, Liang Lin
论文链接：https://arxiv.org/abs/1903.08839
13、CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark
作者：Jiefeng Li, Can Wang, Hao Zhu, Yihuan Mao, Hao-Shu Fang, Cewu Lu
论文链接：https://arxiv.org/abs/1812.00324
代码链接：https://github.com/Jeff-sjtu/CrowdPose
转载来源：http://ilovepose.luohuank.xin/t/69
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