陳聖濤
電話:07-6268806分機110職稱:助理教授
期刊論文
- Hsin-Chun Lin, Yung-Yao Chen, Sin-Ye Jhong, Cong-Cheng, Zhang, Kai-Lung Hua, Sheng-Tao Chen, Chih-Hsien Hsia (2024, Nov). A Small Traffic Sign Detection Model Based on Improved YOLOv7. Sensors and Materials, 37. (Accepted). (SCI). NSTC 113-2222-E-013-001.
- Sheng-Tao Chen, Chih-Hsien Hsia, Yo-Cheng He (2024, Nov). Multi-Emotion Features Extraction for Driver Distraction Detection. Journal of Internet Technology, 25(6), 835-842. (SCI). NSTC 113-2222-E-013-001. 本人為第一作者.
- Chih-Hsien Hsia, Liang-Ying Ke, Sheng-Tao Chen (2023, Aug). Improved Lightweight Convolutional Neural Network for Finger Vein Recognition System. Bioengineering, 10(8),919-933. 本人為通訊作者.
- Sheng-Tao Chen, Chien-Wu Lan, Shih-Sung Lin, Chia-Te Liao (2022, Oct). An Evaluation of Self-Built Low-Power Wide-Area Network Based on LoRa. Journal of computers, 33(5), 73-82. 本人為第一作者、通訊作者.
- Shih-Sung Lin, Chien-Wu Lan, Sheng-Tao Chen, and Kuang-Chun Li (2020, Jun). Design and Development of Portable LoRa-based Teleoperation Controller. Sensors and Materials, 32(6): 2057-2075.
- Shih-Sung Lin, Chien-Wu Lan, Hao-Yen Hsu, Sheng-Tao Chen (2018, Dec). Data Analytics of a Wearable Device for Heat Stroke Detection. Sensors, 18(12), 4347-4371.
- Sheng-Tao Chen, Shih-Sung Lin, Chien-Wu Lan, Hao-Yen Hsu (2017, Dec). Design and Development of a Wearable Device for Heat Stroke Detection. Sensors, 18 (1) , p. 17-32. 本人為第一作者.
- Sheng-Tao Chen, Ting-Jung Yu, Liang-Chu Chen, Fan-Pyn Liu (2016, Aug). A Novel User Profile Learning Approach with Fuzzy Constraint for News Retrieval. International Journal of Intelligent Systems, 32(3): 249-265. 本人為第一作者.
研討會論文
- Sheng-Tao Chen, Chien-Hung Chen, Hui-Juan Zheng, Chiung-Lin Tsai (2024, Oct). Development Of A BPNN-based Portable Motor Status Diagnosis Device. 2024 International Conference on Engineering Technologies and Applications (ICETA 2024), Taipei (Taiwan). NSTC 113-2222-E-013-001. 本人為第一作者、通訊作者.
- Sheng-Tao Chen, Chih-Hsien Hsia and Yo-Cheng He (2024, Jul). A Classification of Distracted Driving Behaviors Based on Deep Learning and Human Posture. 2024 International Conference on Intelligent Science and Sustainable Development (ISASD 2024), Tokyo(Japan). NSTC 113-2222-E-013-001. 本人為第一作者、通訊作者、最佳論文獎.
- Chung-Hsien Tsai, Bo-Xin Liu, Chien-Hung Chen, Sheng-Tao Chen (2023, Aug). Enhancing Military Camouflage Detection with Transfer Learning and Blendmask Model. 2023 IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP 2023), Kinmen (Taiwan).
- Sheng-Tao Chen, Shih-Sung Lin, Chien-Wu Lan and Tai-I Chou (2021, Nov). Design and development of a LoRa based Water Quality Monitoring System. 2021 International Symposium On Intelligent Signal Processing And Communication Systems(ISPACS 2021), Hualien City (Taiwan). 本人為第一作者、通訊作者.
- Chien-Wu Lan, Che-Hung Liu and Sheng-Tao Chen (2019, Nov). The Research of the RFID Anchor Assisted SLAM on an Autonomous Patrolling System. The 2019 International Automatic Control Conference (CACS 2019), Keelung (Taiwan).
- Shih-Sung Lin, Chien-Wu Lan, Kuang-Chun Li and Sheng-Tao Chen (2019, May). Design and Development of LoRa-based Remote Robotic Arm Controller. 2019 IEEE Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (IEEE ECBIOS 2019), Okinawa (Japan).
- 陳聖濤,夏至賢,鄭慧娟(2024年11月)。基於倒傳遞神經網路之航空載具故障預測系統之研究。第33屆國防科技學術研討會,桃園(龍潭)。本人為第一作者、通訊作者。榮獲海報論文比賽-資訊科技及應用領域「第二名」。
- 陳聖濤,黃福隆,廖彥鳴(2023年11月)。可攜式航空載具自動化監控系統開發之研究。第32屆國防科技學術研討會,桃園(龍潭)。本人為第一作者、通訊作者。獲得機械、機電及航太領域海報競賽「優等獎」。
- 陳聖濤、陳建宏、廖家德、廖彥鳴(2022年11月)。自動化監控系統之研究:以空軍某型航空載具為例。第 31 屆國防科技學術研討會,桃園(龍潭)。本人為第一作者、通訊作者。
執行計畫
計畫名稱 |
計畫內擔任 之工作 |
起訖年月 |
補助或委託機構 |
執行情形 |
經費總額 |
以深度學習技術於智慧車輛駕駛分心行為分析之研發及應用 (113-2222-E-013-001-) |
主持人 |
2024/01/01~ 2025/03/31 |
國科會 |
執行中 |
975,000 |
航空載具自動化監控系統與導入人工智慧進行故障預判之研究與分析(III) |
主持人 |
2024/01/01~ 2024/12/31 |
國防部軍備局 |
已結案 |
1,980,000 |
空軍官校培育女軍校生高度國防專業技術計畫(III) |
協同主持人 |
2024/08/01~ 2025/07/31 |
教育部 |
執行中 |
3,000,000 |
航空載具自動化監控系統與導入人工智慧進行故障預判之研究與分析(II) |
主持人 |
2023/01/01~ 2023/12/31 |
國防部軍備局 |
已結案 |
2,000,000 |
空軍官校培育女軍校生高度國防專業技術計畫(II) |
協同主持人 |
2023/08/01~ 2024/07/31 |
教育部 |
已結案 |
3,000,000 |
航空載具自動化監控系統與導入人工智慧進行故障預判之研究與分析(I) |
主持人 |
2022/01/01~ 2022/12/31 |
國防部軍備局 |
已結案 |
1,170,000 |
空軍官校培育女軍校生高度國防專業技術計畫(I) |
協同主持人 |
2022/08/01~ 2023/07/31 |
教育部 |
已結案 |
2,500,000 |
運用擴增實境技術導入航空電子修維護課程之學習系統開發與核心能力評估研究 |
協同主持人 |
2022/01/01~ 2022/12/31 |
國防部 |
已結案 |
273,020 |