Synthetic Humans for Action Recognition from Unseen Viewpoints

9 December 2019

Papers citing "Synthetic Humans for Action Recognition from Unseen Viewpoints"

44 / 44 papers shown

Title
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation Hao Du Bo Wu Yan Lu Zhendong Mao 27 0 0 08 Apr 2025
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset Shiao Wang Xinyu Wang Bo Jiang Lin Zhu G. Li Yixuan Wang Yonghong Tian Jin Tang 145 0 0 08 Apr 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 73 0 0 03 Mar 2025
Masked Differential Privacy David Schneider Sina Sajadmanesh Vikash Sehwag Saquib Sarfraz Rainer Stiefelhagen Lingjuan Lyu Vivek Sharma 33 0 0 22 Oct 2024
Data Collection-free Masked Video Modeling Yuchi Ishikawa Masayoshi Kondo Yoshimitsu Aoki ViT 19 1 0 10 Sep 2024
T2LM: Long-Term 3D Human Motion Generation from Multiple Sentences T. Lee Fabien Baradel Thomas Lucas Kyoung Mu Lee Grégory Rogez 44 5 0 02 Jun 2024
An Animation-based Augmentation Approach for Action Recognition from Discontinuous Video Xingyu Song Zhan Li Shi Chen Xin-Qiang Cai K. Demachi 28 2 0 10 Apr 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 33 9 0 07 Feb 2024
GTAutoAct: An Automatic Datasets Generation Framework Based on Game Engine Redevelopment for Action Recognition Xingyu Song Zhan Li Shi Chen K. Demachi 35 1 0 24 Jan 2024
Just Add $π$ ! Pose Induced Video Transformers for Understanding Activities of Daily Living Dominick Reilly Srijan Das ViT 30 17 0 30 Nov 2023
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Rameswar Panda Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 24 3 0 10 Nov 2023
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic Data Miroslav Purkrábek Jivrí Matas 22 2 0 13 Jul 2023
M3Act: Learning from Synthetic Human Group Activities Che-Jui Chang Danrui Li Aditya Bhat Parth Goel Honglu Zhou Seonghyeon Moon Samuel S. Sohn Sejong Yoon Vladimir Pavlovic Mubbasir Kapadia DiffM 18 5 0 29 Jun 2023
Seeing the Pose in the Pixels: Learning Pose-Aware Representations in Vision Transformers Dominick Reilly Aman Chadha Srijan Das ViT 25 4 0 15 Jun 2023
Cross-view Action Recognition via Contrastive View-invariant Representation Yuexi Zhang Dan Luo Balaji Sundareshan Mario Sznaier Octavia Camps 26 0 0 02 May 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation Nikos Athanasiou Mathis Petrovich Michael J. Black Gül Varol 13 40 0 20 Apr 2023
On the Benefits of 3D Pose and Tracking for Human Action Recognition Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Christoph Feichtenhofer Jitendra Malik 36 30 0 03 Apr 2023
Going Beyond Nouns With Vision & Language Models Using Synthetic Data Paola Cascante-Bonilla Khaled Shehada James Smith Sivan Doveh Donghyun Kim ... Gül Varol A. Oliva Vicente Ordonez Rogerio Feris Leonid Karlinsky VLM SyDa 29 40 0 30 Mar 2023
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data Roei Herzig Ofir Abramovich Elad Ben-Avraham Assaf Arbelle Leonid Karlinsky Ariel Shamir Trevor Darrell Amir Globerson 41 16 0 08 Dec 2022
A Benchmark of Video-Based Clothes-Changing Person Re-Identification Likai Wang Xiangqun Zhang Ruize Han Jialin Yang Xiaoyu Li Wei Feng Song Wang 19 4 0 21 Nov 2022
Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement Junuk Cha Muhammad Saqlain Geonu Kim Minjung Shin Seungryul Baek 3DH 24 16 0 24 Oct 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 35 46 0 19 Aug 2022
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living Zdravko Marinov David Schneider Alina Roitberg Rainer Stiefelhagen VGen 32 2 0 03 Aug 2022
Music-driven Dance Regeneration with Controllable Key Pose Constraints Junfu Pu Ying Shan 11 4 0 08 Jul 2022
Open-VICO: An Open-Source Gazebo Toolkit for Vision-based Skeleton Tracking in Human-Robot Collaboration Luca Fortini M. Leonori J. Gandarias Elena De Momi Arash Ajoudani 9 7 0 28 Mar 2022
Implicit Neural Representations for Variable Length Human Motion Generation Pablo Cervantes Yusuke Sekikawa Ikuro Sato Koichi Shinoda 19 55 0 25 Mar 2022
Learning Dense Correspondence from Synthetic Environments Mithun Lal Anthony Paproki N. Habili L. Petersson Olivier Salvado Clinton Fookes 3DH 3DV 17 0 0 24 Mar 2022
Implicit field supervision for robust non-rigid shape matching Ramanathan Sundararaman Gautam Pai M. Ovsjanikov 18 17 0 15 Mar 2022
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Rameswar Panda Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 26 33 0 30 Nov 2021
Nuisance-Label Supervision: Robustness Improvement by Free Labels Xinyue Wei Weichao Qiu Yi Zhang Zihao Xiao Alan Yuille 14 0 0 14 Oct 2021
Unsupervised View-Invariant Human Posture Representation Faegheh Sardari Bjorn Ommer Majid Mirmehdi 3DH 25 3 0 17 Sep 2021
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis Kailin Li Lixin Yang Xinyu Zhan Jun Lv Wenqiang Xu Jiefeng Li Cewu Lu 3DH 29 76 0 12 Sep 2021
DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation Jake Deane Sinéad Kearney K. Kim Darren Cosker MedIm 27 5 0 15 Jul 2021
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Alina Roitberg David Schneider Aulia Djamal C. Seibold Simon Reiß Rainer Stiefelhagen 34 30 0 12 Jul 2021
HuMoR: 3D Human Motion Model for Robust Pose Estimation Davis Rempe Tolga Birdal Aaron Hertzmann Jimei Yang Srinath Sridhar Leonidas J. Guibas 3DH 25 310 0 10 May 2021
Body Meshes as Points Jianfeng Zhang Dongdong Yu Jun Hao Liew Xuecheng Nie Jiashi Feng 3DH 16 63 0 06 May 2021
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 21 488 0 12 Apr 2021
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation Yaohui Wang F. Brémond A. Dantcheva VGen GAN 147 25 0 08 Jan 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 53 504 0 22 Dec 2020
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications Hochul Hwang Cheongjae Jang Geonwoo Park Junghyun Cho Ig-Jae Kim 24 70 0 28 Oct 2020
VI-Net: View-Invariant Quality of Human Movement Assessment Faegheh Sardari A. Paiement S. Hannuna Majid Mirmehdi 3DH 19 27 0 11 Aug 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 36 18 0 04 Apr 2020
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 130 496 0 24 Apr 2018