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mmBody Benchmark: 3D Body Reconstruction Dataset and Analysis for Millimeter Wave Radar

12 September 2022

Anjun Chen

Xiangyu Wang

Shaohao Zhu

Yanxu Li

Jiming Chen

Qi Ye

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Papers citing "mmBody Benchmark: 3D Body Reconstruction Dataset and Analysis for Millimeter Wave Radar"

21 / 21 papers shown

Title
Rethinking of Radar's Role: A Camera-Radar Dataset and Systematic Annotator via Coordinate Alignment Yizhou Wang Gaoang Wang Hung-Min Hsu Hui Liu Lei Li 88 52 0 11 May 2021
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 79 931 0 11 Dec 2019
mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs Arindam Sengupta Feng Jin Renyuan Zhang Siyang Cao 51 272 0 21 Nov 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 101 989 0 27 Sep 2019
Making the Invisible Visible: Action Recognition Through Walls and Occlusions Tianhong Li Lijie Fan Mingmin Zhao Yingcheng Liu Dina Katabi 83 110 0 20 Sep 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 55 1,725 0 11 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 48 1,259 0 05 Apr 2019
Person-in-WiFi: Fine-grained Person Perception using WiFi Fei Wang Sanping Zhou Stanislav Panev Jinsong Han Dong Huang 47 159 0 30 Mar 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 301 5,770 0 26 Mar 2019
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 77 1,294 0 17 Dec 2018
DRPose3D: Depth Ranking in 3D Human Pose Estimation Min Wang Xipeng Chen Wentao Liu Chao Qian Liang Lin Lizhuang Ma 3DH 44 61 0 23 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 96 608 0 10 May 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 210 1,801 0 18 Dec 2017
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 90 808 0 22 Nov 2017
Towards Accurate Markerless Human Shape and Pose Estimation over Time Yinghao Huang Federica Bogo Christoph Lassner Angjoo Kanazawa Peter V. Gehler Ijaz Akhter Michael J. Black 3DH 76 220 0 24 Jul 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 103 1,319 0 08 May 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J. Black Peter V. Gehler 3DH 66 547 0 10 Jan 2017
3D Human Pose Estimation = 2D Pose Estimation + Matching Ching-Hang Chen Deva Ramanan 3DH 92 534 0 20 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,353 0 02 Dec 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 99 887 0 23 Nov 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 111 1,584 0 27 Jul 2016