Virtual IMU Data Augmentation by Spring-Joint Model for Motion Exercises Recognition without Using Real Data

Author:

Xia Chengshuo1ORCID,Sugiura Yuta1ORCID

Affiliation:

1. Graduate School of Science and Technology, Keio University, Japan

Funder

Japan Science and Technology Agency

Publisher

ACM

Reference24 articles.

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3. DeepMotion. 2022. DeepMotion. https://www.deepmotion.com/. DeepMotion. 2022. DeepMotion. https://www.deepmotion.com/.

4. The teardown;Dempsey Paul;Apple Watch. Engineering & Technology,2015

5. Ryan S Falck Jennifer C Davis John R Best Rachel A Crockett and Teresa Liu-Ambrose. 2019. Impact of exercise training on physical and cognitive function among older adults: a systematic review and meta-analysis. Neurobiology of aging 79(2019) 119–130. Ryan S Falck Jennifer C Davis John R Best Rachel A Crockett and Teresa Liu-Ambrose. 2019. Impact of exercise training on physical and cognitive function among older adults: a systematic review and meta-analysis. Neurobiology of aging 79(2019) 119–130.

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2. Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition;2024 International Conference on Activity and Behavior Computing (ABC);2024-05-29

3. ModifyAug: Data Augmentation for Virtual IMU Signal based on 3D Motion Modification Used for Real Activity Recognition;Extended Abstracts of the CHI Conference on Human Factors in Computing Systems;2024-05-02

4. On the Utility of Virtual On-body Acceleration Data for Fine-grained Human Activity Recognition;Proceedings of the 2023 International Symposium on Wearable Computers;2023-10-08

5. Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition;Proceedings of the 2023 International Symposium on Wearable Computers;2023-10-08

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