IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition

29 May 2020

Papers citing "IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition"

21 / 21 papers shown

Title
Matching Skeleton-based Activity Representations with Heterogeneous Signals for HAR Shuheng Li Jiayun Zhang Xiaohan Fu Xiyuan Zhang Jingbo Shang Rajesh K. Gupta 54 0 0 17 Mar 2025
Enhancing Inertial Hand based HAR through Joint Representation of Language, Pose and Synthetic IMUs Vitor Fortes Rey L. Ray Qingxin Xia Kaishun Wu Paul Lukowicz 51 3 0 03 Jun 2024
Physical Non-inertial Poser (PNP): Modeling Non-inertial Effects in Sparse-inertial Human Motion Capture Xinyu Yi Yuxiao Zhou Feng Xu 3DH 46 8 0 30 Apr 2024
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach Tianshi Wang Jinyang Li Ruijie Wang Denizhan Kara Shengzhong Liu Davis Wertheimer Antoni Viros i Martin R. Ganti M. Srivatsa Tarek F. Abdelzaher 22 6 0 03 Feb 2024
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition Zi-Jian Leng Amitrajit Bhattacharjee Hrudhai Rajasekhar Lizhe Zhang Elizabeth Bruda Hyeokhyen Kwon Thomas Plötz VLM 39 13 0 01 Feb 2024
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 40 4 0 22 Oct 2023
On the Benefit of Generative Foundation Models for Human Activity Recognition Zi-Jian Leng Hyeokhyen Kwon Thomas Plötz VGen 14 2 0 18 Oct 2023
A Framework for Designing Fair Ubiquitous Computing Systems Han Zhang Leijie Wang Yilun Sheng Xuhai Xu Jennifer Mankoff A. Dey 41 9 0 17 Aug 2023
Don't freeze: Finetune encoders for better Self-Supervised HAR Vitor Fortes Rey Dominique Nshimyimana P. Lukowicz 39 8 0 03 Jul 2023
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition Shuai Shao Yu Guan B. Zhai P. Missier Thomas Ploetz HAI 17 6 0 22 May 2023
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition Zi-Jian Leng Hyeokhyen Kwon Thomas Plötz 29 16 0 04 May 2023
Interpersonal Distance Tracking with mmWave Radar and IMUs Yimin Dai Xian Shuai Rui Tan Guoliang Xing 23 6 0 28 Feb 2023
PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy H. Wang Meiyi Ma 19 8 0 12 Nov 2022
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz AI4TS 30 15 0 11 Nov 2022
Fine-grained Human Activity Recognition Using Virtual On-body Acceleration Data Zi-Jian Leng Yash Jain Hyeokhyen Kwon Thomas Plötz 12 1 0 02 Nov 2022
Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers Ashish Singh Antonio Bevilacqua Thach le Nguyen Feiyan Hu Kevin McGuinness Martin O'Reilly D. Whelan Brian Caulfield Georgiana Ifrim 38 12 0 02 Oct 2022
Assessing the State of Self-Supervised Human Activity Recognition using Wearables H. Haresamudram Irfan Essa Thomas Plötz SSL 42 86 0 22 Feb 2022
Improving Deep Learning for HAR with shallow LSTMs Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven HAI AI4TS 20 53 0 02 Aug 2021
Invariant Feature Learning for Sensor-based Human Activity Recognition Yujiao Hao Boyu Wang Rong Zheng 21 20 0 14 Dec 2020
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 32 118 0 09 Dec 2020
Yet it moves: Learning from Generic Motions to Generate IMU data from YouTube videos Vitor Fortes Rey Kamalveer Kaur Garewal P. Lukowicz 14 5 0 23 Nov 2020