Procedural Generation of Videos to Train Deep Action Recognition Networks

2 December 2016

César Roberto de Souza

Adrien Gaidon

Yohann Cabon

A. Peña

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Papers citing "Procedural Generation of Videos to Train Deep Action Recognition Networks"

22 / 22 papers shown

Title
An Animation-based Augmentation Approach for Action Recognition from Discontinuous Video Xingyu Song Zhan Li Shi Chen Xin-Qiang Cai K. Demachi 33 2 0 10 Apr 2024
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Yikang Shen Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 29 3 0 10 Nov 2023
Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification Luca Piano F. G. Pratticó Alessandro Sebastian Russo Lorenzo Lanari Lia Morra Fabrizio Lamberti 37 1 0 16 Apr 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 43 16 0 08 Dec 2022
Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection Vincent Grondin F. Pomerleau Philippe Giguère 3DPC 24 8 0 08 Oct 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 40 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 34 2 0 03 Aug 2022
EgoEnv: Human-centric environment representations from egocentric video Tushar Nagarajan Santhosh Kumar Ramakrishnan Ruta Desai James M. Hillis Kristen Grauman EgoV 40 19 0 22 Jul 2022
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Yikang Shen Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 26 35 0 30 Nov 2021
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications Hochul Hwang Cheongjae Jang Geonwoo Park Junghyun Cho Ig-Jae Kim 32 70 0 28 Oct 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 36 18 0 04 Apr 2020
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 33 96 0 09 Dec 2019
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray A. Peña 39 14 0 12 Oct 2019
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning Rohit Girdhar Deva Ramanan 22 176 0 10 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Leveraging synthetic imagery for collision-at-sea avoidance C. Ward Josh Harguess Alexander G. Corelli 35 5 0 13 May 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 23 95 0 11 Apr 2019
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 33 104 0 09 Oct 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 21 11 0 29 Mar 2018
Image-based Synthesis for Deep 3D Human Pose Estimation Grégory Rogez Cordelia Schmid 3DH 16 28 0 12 Feb 2018
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 27 505 0 17 Feb 2017
SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth J. McCormac Ankur Handa Stefan Leutenegger Andrew J. Davison 3DV 3DPC 19 125 0 15 Dec 2016