CVPR2019 有关姿态估计方面的论文和代码

论文速递 sophie ⋅ 于 2个月前 ⋅ 565 阅读

CVPR2019 有关姿态估计方面的论文和代码


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

原文(科学上网):http://ilovepose.luohuank.xin/t/69

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