Context-aware Human Motion Prediction

6 April 2019

Enric Corona

Albert Pumarola

Guillem Alenyà

Francesc Moreno-Noguer

3DH

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Papers citing "Context-aware Human Motion Prediction"

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Title
Spatio-Temporal Multi-Subgraph GCN for 3D Human Motion Prediction Jiexin Wang Yiju Guo Fuchun Sun 3DH 81 0 0 03 Jan 2025
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Andong Deng Tongjia Chen Shoubin Yu Taojiannan Yang Lincoln Spencer Yapeng Tian Ajmal Mian Joey Tianyi Zhou Chen Chen LRM 86 2 0 15 Nov 2024
Aligning Human Motion Generation with Human Perceptions Haoru Wang Wentao Zhu Luyi Miao Yishu Xu Feng Gao Qi Tian Yizhou Wang EGVM 82 3 0 02 Jul 2024
Fast and Furious: Real Time End-to-End 3D Detection, Tracking and Motion Forecasting with a Single Convolutional Net Wenjie Luo Binh Yang R. Urtasun 3DPC 63 620 0 22 Dec 2020
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 115 80 0 15 Dec 2019
Argoverse: 3D Tracking and Forecasting with Rich Maps Ming-Fang Chang John Lambert Patsorn Sangkloy Jagjeet Singh Sławomir Bąk ... De Wang Peter Carr Simon Lucey Deva Ramanan James Hays 3DPC 122 1,289 0 06 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 69 188 0 20 Oct 2019
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 72 434 0 15 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 45 110 0 13 Aug 2019
Motion Prediction with Recurrent Neural Network Dynamical Models and Trajectory Optimization Philipp Kratzer Marc Toussaint Jim Mainprice 41 3 0 28 Jun 2019
FANTrack: 3D Multi-Object Tracking with Feature Association Network Erkan Baser Venkat Balasubramanian Prarthana Bhattacharyya Krzysztof Czarnecki VOT 36 102 0 07 May 2019
Rigid Body Motion Prediction with Planar Non-convex Contact Patch Jiayin Xie N. Chakraborty 33 5 0 15 Apr 2019
3DPeople: Modeling the Geometry of Dressed Humans Albert Pumarola Jordi Sanchez G. Choi Alberto Sanfeliu Francesc Moreno-Noguer 3DH 45 127 0 09 Apr 2019
Dense 3D Point Cloud Reconstruction Using a Deep Pyramid Network Priyanka Mandikal R. Venkatesh Babu 3DPC 43 116 0 25 Jan 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 112 4,554 0 18 Dec 2018
Human Motion Prediction via Spatio-Temporal Inpainting Alejandro Hernandez Ruiz Juergen Gall Francesc Moreno-Noguer 3DH 55 211 0 13 Dec 2018
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN Jogendra Nath Kundu Maharshi Gor R. Venkatesh Babu 47 142 0 06 Dec 2018
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 293 457 0 30 Nov 2018
Pose Estimation for Objects with Rotational Symmetry Enric Corona Kaustav Kundu Sanja Fidler 52 38 0 13 Oct 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks Siyuan Qi Wenguan Wang Baoxiong Jia Jianbing Shen Song-Chun Zhu GNN 80 535 0 23 Aug 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships Yong-Jin Liu Ruiping Wang Shiguang Shan Xilin Chen ObjD 69 228 0 30 Jun 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 67 753 0 05 Jun 2018
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease Sarah Parisot S. Ktena Enzo Ferrante M. J. Lee Ricardo Guerrero Ben Glocker Daniel Rueckert MedIm 53 529 0 05 Jun 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 58 261 0 16 May 2018
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild Alexander Grabner P. Roth Vincent Lepetit 3DV 74 137 0 30 Mar 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig Moshiko Raboh Gal Chechik Jonathan Berant Amir Globerson GNN OCL 58 133 0 15 Feb 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 126 1,181 0 15 Feb 2018
Pose Flow: Efficient Online Pose Tracking Yuliang Xiu Jiefeng Li Haoyu Wang Yinghong Fang Cewu Lu VOT 3DH 72 314 0 03 Feb 2018
An LSTM Network for Highway Trajectory Prediction Florent Altché A. de La Fortelle HAI 46 514 0 24 Jan 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 238 6,102 0 24 Jan 2018
How would surround vehicles move? A Unified Framework for Maneuver Classification and Motion Prediction Nachiket Deo Akshay Rangesh Mohan M. Trivedi 42 283 0 19 Jan 2018
Relation Networks for Object Detection Han Hu Jiayuan Gu Zheng Zhang Jifeng Dai Yichen Wei ObjD 102 1,222 0 30 Nov 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 86 330 0 27 Nov 2017
Attend and Interact: Higher-Order Object Interactions for Video Understanding Chih-Yao Ma Asim Kadav I. Melvin Z. Kira G. Al-Regib H. Graf 49 145 0 16 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 386 19,991 0 30 Oct 2017
Situation Recognition with Graph Neural Networks Ruiyu Li Makarand Tapaswi Renjie Liao Jiaya Jia R. Urtasun Sanja Fidler GNN 50 131 0 14 Aug 2017
Pixels to Graphs by Associative Embedding Alejandro Newell Jia Deng GNN VOS 65 232 0 22 Jun 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 80 931 0 06 May 2017
SfM-Net: Learning of Structure and Motion from Video Sudheendra Vijayanarasimhan Susanna Ricco Cordelia Schmid Rahul Sukthankar Katerina Fragkiadaki MDE 66 440 0 25 Apr 2017
Learning Human Motion Models for Long-term Predictions Partha Ghosh Mingli Song Emre Aksan Otmar Hilliges 3DH 59 239 0 10 Apr 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 152 4,822 0 26 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 75 193 0 07 Jan 2017
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 115 1,584 0 01 Dec 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 80 391 0 28 Nov 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 90 883 0 23 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 538 28,901 0 09 Sep 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 99 1,578 0 27 Jul 2016
SE3-Nets: Learning Rigid Body Motion using Deep Neural Networks Arunkumar Byravan Dieter Fox 3DPC 54 268 0 08 Jun 2016
A Survey of Motion Planning and Control Techniques for Self-driving Urban Vehicles B. Paden Michal Cap Sze Zheng Yong Dmitry S. Yershov Emilio Frazzoli 51 2,017 0 25 Apr 2016
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation Colin S. Lea A. Reiter René Vidal Gregory Hager 63 269 0 09 Feb 2016