On the Benefits of 3D Pose and Tracking for Human Action Recognition

3 April 2023

Jathushan Rajasegaran

Georgios Pavlakos

Angjoo Kanazawa

Christoph Feichtenhofer

Jitendra Malik

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Papers citing "On the Benefits of 3D Pose and Tracking for Human Action Recognition"

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Title
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation Y. Fu Chaorui Huang Junwei Li Hui Kong Yibin Tian Huakang Li Zhiyuan Zhang 22 0 0 07 May 2025
Visual Imitation Enables Contextual Humanoid Control Arthur Allshire Hongsuk Choi Junyi Zhang David McAllister Anthony Zhang C. Kim Trevor Darrell Pieter Abbeel Jitendra Malik Angjoo Kanazawa LM&Ro 34 0 0 06 May 2025
Learning Activity View-invariance Under Extreme Viewpoint Changes via Curriculum Knowledge Distillation Arjun Somayazulu E. Mavroudi Changan Chen Lorenzo Torresani Kristen Grauman 16 0 0 07 Apr 2025
SCJD: Sparse Correlation and Joint Distillation for Efficient 3D Human Pose Estimation Weihong Chen Xuemiao Xu Haoxin Yang Yi Xie Peng Xiao Cheng Xu Huaidong Zhang Pheng-Ann Heng 3DH 57 0 0 18 Mar 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 33 0 0 31 Dec 2024
ChildPlay-Hand: A Dataset of Hand Manipulations in the Wild Arya Farkhondeh Samy Tafasca J. Odobez 21 0 0 14 Sep 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph Zheng Li Xinle Chang Yueran Li Jingyong Su 29 0 0 28 Jul 2024
Pose-guided multi-task video transformer for driver action recognition Ricardo Pizarro Roberto Valle L. Bergasa J. M. Buenaposada Luis Baumela ViT 19 0 0 18 Jul 2024
Enhancing 2D Representation Learning with a 3D Prior Mehmet Aygun Prithviraj Dhar Zhicheng Yan Oisin Mac Aodha Rakesh Ranjan SSL 34 1 0 04 Jun 2024
ChatHuman: Language-driven 3D Human Understanding with Retrieval-Augmented Tool Reasoning Jing Lin Yao Feng Weiyang Liu Michael J. Black 3DH LRM 32 5 0 07 May 2024
Enhancing Video Transformers for Action Understanding with VLM-aided Training Hui Lu Hu Jian Ronald Poppe A. A. Salah 19 1 0 24 Mar 2024
On the Utility of 3D Hand Poses for Action Recognition Md Salman Shamil Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao 27 5 0 14 Mar 2024
BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin Qihang Fang Chengcheng Tang Shugao Ma Yanchao Yang 21 1 0 12 Mar 2024
Recurrent Aligned Network for Generalized Pedestrian Trajectory Prediction Yonghao Dong Le Wang Sanpin Zhou Gang Hua Changyin Sun 24 2 0 09 Mar 2024
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot Fabien Baradel M. Armando Salma Galaaoui Romain Brégier Philippe Weinzaepfel Grégory Rogez Thomas Lucas 3DH 27 18 0 22 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 28 2 0 29 Jan 2024
GG-LLM: Geometrically Grounding Large Language Models for Zero-shot Human Activity Forecasting in Human-Aware Task Planning Moritz Graule Volkan Isler LM&Ro 13 14 0 30 Oct 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 27 3 0 19 Oct 2023
SportsSloMo: A New Benchmark and Baselines for Human-centric Video Frame Interpolation Jiaben Chen Huaizu Jiang 3DH 14 6 0 31 Aug 2023
VideoGLUE: Video General Understanding Evaluation of Foundation Models Liangzhe Yuan N. B. Gundavarapu Long Zhao Hao Zhou Yin Cui ... Florian Schroff Hartwig Adam Ming Yang Ting Liu Boqing Gong ELM 17 9 0 06 Jul 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 7,337 0 11 Nov 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 272 1,939 0 09 Feb 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 188 375 0 01 Feb 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 205 732 0 07 Jan 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 217 835 0 13 Dec 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 23 28 0 16 Oct 2020