WheelPose: Data Synthesis Techniques to Improve Pose Estimation Performance on Wheelchair Users

25 April 2024

Papers citing "WheelPose: Data Synthesis Techniques to Improve Pose Estimation Performance on Wheelchair Users"

47 / 47 papers shown

Title
StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners Yonglong Tian Lijie Fan Phillip Isola Huiwen Chang Dilip Krishnan VLM DiffM 79 149 0 01 Jun 2023
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation S. Azadi Akbar Shah Thomas Hayes Devi Parikh Sonal Gupta DiffM 52 44 0 16 May 2023
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations Jianrong Zhang Yangsong Zhang Xiaodong Cun Shaoli Huang Yong Zhang Hongwei Zhao Hongtao Lu Xiaodong Shen 83 346 0 15 Jan 2023
Scene-Aware 3D Multi-Human Motion Capture from a Single Camera D. Luvizon Marc Habermann Vladislav Golyanik Adam Kortylewski Christian Theobalt 3DH HAI 53 18 0 12 Jan 2023
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip Torr Song Bai Xiaojuan Qi 84 300 0 14 Oct 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 87 566 0 31 Aug 2022
A cost effective eye movement tracker based wheel chair control algorithm for people with paraplegia Skanda Upadhyaya S. Bhat S. P. Rao V Ashwin K. Chemmangat 28 1 0 21 Jul 2022
PSP-HDRI $+$ : A Synthetic Dataset Generator for Pre-Training of Human-Centric Computer Vision Models Salehe Erfanian Ebadi S. Dhakad Sanjay Vishwakarma Chunpu Wang Y. Jhang Maciek Chociej A. Crespi Alex Thaman Sujoy Ganguly 31 19 0 11 Jul 2022
PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision Salehe Erfanian Ebadi Y. Jhang Alexander Zook S. Dhakad A. Crespi Pete Parisi S. Borkman Jonathan Hogins Sujoy Ganguly 39 20 0 17 Dec 2021
Physics-based Human Motion Estimation and Synthesis from Videos Kevin Xie Tingwu Wang Umar Iqbal Yunrong Guo Sanja Fidler Florian Shkurti 3DH 67 83 0 21 Sep 2021
Transfer Learning for Pose Estimation of Illustrated Characters Shuhong Chen Matthias Zwicker 3DH 45 17 0 04 Aug 2021
Deep Automatic Natural Image Matting Jizhizi Li Jing Zhang Dacheng Tao VLM 89 78 0 15 Jul 2021
Unity Perception: Generate Synthetic Data for Computer Vision S. Borkman A. Crespi S. Dhakad Sujoy Ganguly Jonathan Hogins ... Cesar Romero Wesley Smith Alex Thaman Samuel Warren Nupur Yadav 3DV SyDa VLM 44 101 0 09 Jul 2021
Using Computer Simulations to Investigate the Potential Performance of Á to B' Routing Systems for People with Mobility Impairments Reuben Kirkham Benjamin Tannert 24 2 0 04 Jul 2021
NViSII: A Scriptable Tool for Photorealistic Image Generation N. Morrical Jonathan Tremblay Yunzhi Lin Stephen Tyree Stan Birchfield Valerio Pascucci Ingo Wald 54 51 0 28 May 2021
SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data Yuan-Ting Hu Jiahong Wang Raymond A. Yeh Alex Schwing 40 38 0 18 May 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 54 210 0 29 Apr 2021
Privacy-Preserving Portrait Matting Jizhizi Li Sihan Ma Jing Zhang Dacheng Tao PICV 67 60 0 29 Apr 2021
SMPLy Benchmarking 3D Human Pose Estimation in the Wild Vincent Leroy Philippe Weinzaepfel Romain Brégier Hadrien Combaluzier Grégory Rogez 3DH 51 21 0 04 Dec 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 98 384 0 04 Nov 2020
Bridging Composite and Real: Towards End-to-end Deep Image Matting Jizhizi Li Jing Zhang Stephen J. Maybank Dacheng Tao 65 114 0 30 Oct 2020
BlendTorch: A Real-Time, Adaptive Domain Randomization Library Christoph Heindl L. Brunner S. Zambal J. Scharinger AI4CE 30 21 0 06 Oct 2020
Real-Time Sign Language Detection using Human Pose Estimation Amit Moryossef Ioannis Tsochantaridis Roee Aharoni Sarah Ebling S. Narayanan 118 64 0 11 Aug 2020
When and how CNNs generalize to out-of-distribution category-viewpoint combinations Spandan Madan Timothy M. Henry Jamell Dozier Helen Ho Nishchal Bhandari Tomotake Sasaki F. Durand Hanspeter Pfister Xavier Boix OOD 77 25 0 15 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 90 250 0 07 Jul 2020
BlazePose: On-device Real-time Body Pose tracking Valentin Bazarevsky Ivan Grishchenko Karthik Raveendran Tyler Lixuan Zhu Fan Zhang Matthias Grundmann 3DH CVBM 49 585 0 17 Jun 2020
BlenderProc Maximilian Denninger Martin Sundermeyer Dominik Winkelbauer Youssef Zidan Dmitry Olefir Mohamad Elbadrawy Ahsan Lodhi Harinandan Katam 3DH SSeg 55 143 0 25 Oct 2019
Toward Fairness in AI for People with Disabilities: A Research Roadmap Anhong Guo Ece Kamar Jennifer Wortman Vaughan Hanna M. Wallach Meredith Ringel Morris 64 116 0 04 Jul 2019
MediaPipe: A Framework for Building Perception Pipelines C. Lugaresi Jiuqiang Tang Hadon Nash C. McClanahan Esha Uboweja ... Juhyun Lee W. Chang Wei Hua Manfred Georg Matthias Grundmann MoE 55 1,292 0 14 Jun 2019
3DPeople: Modeling the Geometry of Dressed Humans Albert Pumarola Jordi Sanchez G. Choi Alberto Sanfeliu Francesc Moreno-Noguer 3DH 53 128 0 09 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 120 4,042 0 25 Feb 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 121 4,573 0 18 Dec 2018
AI Fairness for People with Disabilities: Point of View Shari Trewin 49 74 0 26 Nov 2018
Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing Magnus Wrenninge Jonas Unger 58 188 0 19 Oct 2018
GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning Jacky Liang Viktor Makoviychuk Ankur Handa N. Chentanez Miles Macklin Dieter Fox AI4CE 62 182 0 12 Oct 2018
Diversity in Machine Learning Z. Gong P. Zhong Weidong Hu 46 201 0 04 Jul 2018
Domain Adaptation through Synthesis for Unsupervised Person Re-identification Sławomir Bąk Peter Carr Jean-François Lalonde 98 226 0 26 Apr 2018
Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World Matteo Fabbri Fabio Lanzi Simone Calderara Andrea Palazzi R. Vezzani Rita Cucchiara 55 174 0 22 Mar 2018
AI2-THOR: An Interactive 3D Environment for Visual AI Eric Kolve Roozbeh Mottaghi Winson Han Eli VanderBilt Luca Weihs ... Daniel Gordon Yuke Zhu Aniruddha Kembhavi Abhinav Gupta Ali Farhadi LM&Ro 56 1,096 0 14 Dec 2017
Deep Detection of People and their Mobility Aids for a Hospital Robot Andres Vasquez Marina Kollmitz Andreas Eitel Wolfram Burgard 38 35 0 02 Aug 2017
A Comprehensive Review of Smart Wheelchairs: Past, Present and Future Jesse F. Leaman Hung M. La 27 203 0 15 Apr 2017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 228 2,959 0 20 Mar 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 93 972 0 05 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 443 22,040 0 09 Dec 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 149 6,528 0 24 Nov 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 73 1,072 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015