Data augmentation for depression detection using skeleton-based gait information

被引：0
作者：
Jingjing Yang
Haifeng Lu
Chengming Li
Xiping Hu
Bin Hu
机构：
[1] Lanzhou University,School of information Science and Engineering
[2] Sun Yat-sen University,School of Intelligent Systems Engineering
[3] Beijing Institute of Technology,Institute of Engineering Medicine
来源：
Medical & Biological Engineering & Computing | 2022年 / 60卷
关键词：
Depression recognition; Gait; Skeleton; Data augmentation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：2665 / 2679
页数：14
相关论文
共 50 条
[41]   Data Augmentation Using Bitplane Information Recombination Model [J].
Zhang, Huan ;
Xu, Zhiyi ;
Han, Xiaolin ;
Sun, Weidong .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 31 :3713-3725
[42]   CNN-based Note Onset Detection using Synthetic Data Augmentation [J].
Mounir, Mina ;
Karsmakers, Peter ;
van Waterschoot, Toon .
28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2020), 2021, :171-175
[43]   Anomaly Detection Using Puzzle-Based Data Augmentation to Overcome Data Imbalances and Deficiencies [J].
Kim, Eunkyeong ;
Jung, Seunghwan ;
Kim, Minseok ;
Kim, Jinyong ;
Kim, Baekcheon ;
Kim, Jonggeun ;
Kim, Sungshin .
MACHINES, 2023, 11 (11)
[44]   A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression [J].
Shao, Wei ;
You, Zhiyang ;
Liang, Lesheng ;
Hu, Xiping ;
Li, Chengming ;
Wang, Wei ;
Hu, Bin .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 26 (10) :4859-4868
[45]   fNIRS-Driven Depression Recognition Based on Cross-Modal Data Augmentation [J].
Shao, Kai ;
Liu, Yanjie ;
Mo, Yijun ;
Yang, Qin ;
Hao, Yixue ;
Chen, Min .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32 :2688-2698
[46]   Skeleton-Based Action Recognition with Joint Coordinates as Feature Using Neural Oblivious Decision Ensembles [J].
Nasrul'Alam, Fakhrul Aniq Hakimi ;
Shapiai, Mohd Ibrahim ;
Batool, Uzma ;
Ramli, Ahmad Kamal ;
Elias, Khairil Ashraf .
NEW TRENDS IN INTELLIGENT SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, 2021, 337 :380-392
[47]   A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm Optimization With Gaussian Mutation [J].
Hadikhani, Parham ;
Lai, Daphne Teck Ching ;
Ong, Wee-Hong .
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2023, 53 (03) :538-548
[48]   Skeleton-Based Action Recognition Using Multibranch Adaptive Graph Convolutional Network With Pose Refinement [J].
Chen, Luefeng ;
Li, Jiazhuo ;
Li, Min ;
Wu, Min ;
Pedrycz, Witold ;
Hirota, Kaoru .
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2025,
[49]   Multi-source Learning for Skeleton-based Action Recognition Using Deep LSTM Networks [J].
Cui, Ran ;
Zhu, Aichun ;
Zhang, Sai ;
Hua, Gang .
2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018, :547-552
[50]   Multiscale Skeleton-Based Temporal Action Segmentation Using Hierarchical Temporal Modeling and Prediction Ensemble [J].
Chen, Bowen ;
Nie, Wei ;
Ji, Haoyu ;
Ren, Weihong ;
Tong, Qiyi ;
Wang, Zhiyong ;
Liu, Honghai .
IEEE TRANSACTIONS ON CYBERNETICS, 2025, 55 (06) :2779-2791
12345