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Tan-Hsu Tan
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Publications
- 2023
- [j31]Tan-Hsu Tan, Jyun-Yu Shih, Shing-Hong Liu, Mohammad Alkhaleefah, Yang-Lang Chang, Munkhjargal Gochoo:
Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch. Sensors 23(6): 3354 (2023) - [c74]Ching-Jung Huang, Munkhjargal Gochoo, Tan-Hsu Tan:
Two-Stream Architecture Using RGB-based ConvNet and Pose-based LSTM for Video Action Recognition. IIT 2023: 127-131 - [c73]Munkhjargal Gochoo, Ganzorig Batnasan, Ahmed Abdelhadi Ahmed, Munkh-Erdene Otgonbold, Fady Alnajjar, Timothy K. Shih, Tan-Hsu Tan, Khin Wee Lai:
Fine-Tuning Vision Transformer for Arabic Sign Language Video Recognition on Augmented Small-Scale Dataset. SMC 2023: 2880-2885 - 2022
- [j28]Munkh-Erdene Otgonbold, Munkhjargal Gochoo, Fady Alnajjar, Luqman Ali, Tan-Hsu Tan, Jun-Wei Hsieh, Ping-Yang Chen:
SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection. Sensors 22(6): 2315 (2022) - 2021
- [j26]Munkhjargal Gochoo, Fady Alnajjar, Tan-Hsu Tan, Sumayya Khalid:
Towards Privacy-Preserved Aging in Place: A Systematic Review. Sensors 21(9): 3082 (2021) - [j25]Tan-Hsu Tan, Jin-Hao Hus, Shing-Hong Liu, Yung-Fa Huang, Munkhjargal Gochoo:
Using Direct Acyclic Graphs to Enhance Skeleton-Based Action Recognition with a Linear-Map Convolution Neural Network. Sensors 21(9): 3112 (2021) - [j24]Tan-Hsu Tan, Luubaatar Badarch, Wei-Xiang Zeng, Munkhjargal Gochoo, Fady S. Alnajjar, Jun-Wei Hsieh:
Binary Sensors-Based Privacy-Preserved Activity Recognition of Elderly Living Alone Using an RNN. Sensors 21(16): 5371 (2021) - [c66]Luubaatar Badarch, Munkhjargal Gochoo, Ganzorig Batnasan, Fady Alnajjar, Tan-Hsu Tan:
Ultra-Low Resolution Infrared Sensor-Based Wireless Sensor Network for Privacy-Preserved Recognition of Daily Activities of Living. NCA 2021: 1-5 - [c64]Tan-Hsu Tan, Ching-Jung Huang, Munkhjargal Gochoo, Yung-Fu Chen:
Activity Recognition Based on FR-CNN and Attention-Based LSTM Network. WOCC 2021: 146-149 - 2020
- [c61]Munkhjargal Gochoo, Tan-Hsu Tan, Fady Alnajjar, Jun-Wei Hsieh, Ping-Yang Chen:
Lownet: Privacy Preserved Ultra-Low Resolution Posture Image Classification. ICIP 2020: 663-667 - [c59]Tan-Hsu Tan, Munkhjargal Gochoo, Hong-Syuan Chen, Shing-Hong Liu, Yung-Fa Huang:
Activity Recognition Based on DCNN and Kinect RGB Images. iFUZZY 2020: 1-4 - 2019
- [j20]Munkhjargal Gochoo, Tan-Hsu Tan, Shih-Chia Huang, Tsedevdorj Batjargal, Jun-Wei Hsieh, Fady S. Alnajjar, Yung-Fu Chen:
Novel IoT-Based Privacy-Preserving Yoga Posture Recognition System Using Low-Resolution Infrared Sensors and Deep Learning. IEEE Internet Things J. 6(4): 7192-7200 (2019) - [j16]Munkhjargal Gochoo, Tan-Hsu Tan, Shing-Hong Liu, Fu-Rong Jean, Fady S. Alnajjar, Shih-Chia Huang:
Unobtrusive Activity Recognition of Elderly People Living Alone Using Anonymous Binary Sensors and DCNN. IEEE J. Biomed. Health Informatics 23(2): 693-702 (2019) - 2018
- [c53]Munkhjargal Gochoo, Tan-Hsu Tan, Tsedevdorj Batjargal, Oleg Seredin, Shih-Chia Huang:
Device-Free Non-Privacy Invasive Indoor Human Posture Recognition Using Low-Resolution Infrared Sensor-Based Wireless Sensor Networks and DCNN. SMC 2018: 2311-2316 - 2017
- [j14]Tan-Hsu Tan, Munkhjargal Gochoo, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo:
Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors. IEEE Access 5: 10734-10743 (2017) - [j13]Tan-Hsu Tan, Munkhjargal Gochoo, Yung-Fu Chen, Jin-Jia Hu, John Y. Chiang, Ching-Su Chang, Ming-Huei Lee, Yung-Nian Hsu, Jiin-Chyr Hsu:
Ubiquitous Emergency Medical Service System Based on Wireless Biosensors, Traffic Information, and Wireless Communication Technologies: Development and Evaluation. Sensors 17(1): 202 (2017) - [c52]Munkhjargal Gochoo, Shing-Hong Liu, Damdinsuren Bayanduuren, Tan-Hsu Tan, Vijayalakshmi Velusamy, Tsung-Yu Liu:
Deep convolutional neural network classifier for travel patterns using binary sensors. iCAST 2017: 132-137 - [c47]Munkhjargal Gochoo, Tan-Hsu Tan, Fu-Rong Jean, Shih-Chia Huang, Sy-Yen Kuo:
Device-free non-invasive front-door event classification algorithm for forget event detection using binary sensors in the smart house. SMC 2017: 405-409 - 2016
- [j11]Bo-Hao Chen, Andrey Kopylov, Shih-Chia Huang, Oleg Seredin, Roman Karpov, Sy-Yen Kuo, K. Robert Lai, Tan-Hsu Tan, Munkhjargal Gochoo, Damdinsuren Bayanduuren, Cihun-Siyong Alex Gong, Patrick C. K. Hung:
Improved global motion estimation via motion vector clustering for video stabilization. Eng. Appl. Artif. Intell. 54: 39-48 (2016) - [c46]Munkhjargal Gochoo, Damdinsuren Bayanduuren, Uyangaa Khuchit, Galbadrakh Battur, Tan-Hsu Tan, Sy-Yen Kuo, Shih-Chia Huang:
Design and application of novel morphological filter used in vehicle detection. ICIS 2016: 1-5 - 2014
- [c40]Tan-Hsu Tan, Munkhjargal Gochoo, Ke-Hao Chen, Fu-Rong Jean, Yung-fu Chen, Fu-Jin Shih, Chiung Fang Ho:
Indoor activity monitoring system for elderly using RFID and Fitbit Flex wristband. BHI 2014: 41-44 - 2012
- [c32]Tan-Hsu Tan, Munkhjargal Gochoo, Sukhbaatar Bilgee, Ching-Su Chang, Jin-Jia Hu, Yung-fu Chen, John Y. Chiang, Yung-Fa Huang, Ming-Hui Lee, Yung-Nian Hsu, Jin-Chyr Hsu:
Development of an emergency medical service system based on wireless networks and real-time traffic information. ICCH 2012: 35-42
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