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曾士桓 助理教授

曾士桓 助理教授

曾士桓 最高學歷: 台灣大學資訊工程 博士
TEL: (07)6011000  Ext:32045       研究室:F305
E-mail: shtseng(at)nkust.edu.tw
專 長: 人工智慧機器學習、智慧型機器人
曾士桓 解惑時間: 星期四 (14:30 - 17:30)
Shih-Huan Tseng 實驗室網頁 http://hri.nkust.edu.tw:105/

學歷:

國立台灣大學 資訊工程研究所

國立清華大學 資訊工程研究所

國立清華大學 資訊工程學系


經歷:

政治大學 資訊科學系 兼任助理教授

台灣大學 電機工程學系 博士後研究員

微星科技股份有限公司 工程師


研究計畫

  • 高職實習材料管理系統, 聲浤綠能科技產學系畫,主持人 執行期間 2021/09/01-2024/04/30
  • 軍用外骨骼系統機器學習演算法研析,中科院計畫,主持人,執行期間 2022/02/21-2022/12/30
  • 機器學習輔助人機互動以提升服務型機器人之社交智慧, 科技部計畫, 主持人,執行期間2019/06/01-2020/05/31
  • 遠距社會互動系統輔助獨居高齡者生活品質監控與促進之研究, 科技部臺日(JP)國合計畫, 共同主持人,執行期間2018/05/01-2021/04/30
  • 能守護人類生、心理之AI機器人(1/3), 科技部計畫, 博士後研究員, 執行期間2018/01/01/-2018/12/31.
  • 利用具AI/學習能力的社交型機器人提供銀髮族的創新健康照護環境(1/3,2/3) 科技部計畫博士後研究員執行期間2016/11/01/-2017/10/31.
  • 智慧型服務機器人團隊:應用於合作接待情境鴻海產學合作計畫博士生,執行期間2014/11/01/-2015/08/31.
  • 下世代多功能智慧型安養照護系統國科會計畫博士生執行期間2012/08/01/~ 2015/07/31
  • 智慧型辦公大樓之「服務型機器人族」--子計畫一:辦公室多功能智慧型秘書機器人(1/3~3/3), 國科會計畫,  博士生執行期間2010/08/01/-2013/07/31.
  • 兒童圖書館智慧導覽機器人之前瞻概念與創新服務設計國科會計畫博士生執行期間 2010/08/01-2011/07/31
  • 高反應能力智慧機器人技術研發-智慧型機器人前瞻技術開發計畫:家庭環境之視覺定位技術經濟部工研院博士生執行期間  2009-2011.
  • 家庭全方位之多樣性群組型娛樂/休閒機器人--子計畫一:適合居家中年父母娛樂/休閒用機器人(1/3~3/3), 國科會計畫,  博士生執行期間 2007/08/01/-2009/07/31.
  • 活化術後老人身心功能之優質照護環境(1/3~3/3), 國科會計畫,NSC98-2218-E-002-014, 博士生執行期間  2008/11/01/ ~2011/10/31

期刊論文:

  • Shih-Huan Tseng, Wei-Hao Sun, “Sea–Land Segmentation UsingHED-UNET for Monitoring Kaohsiung Port,” Mathematics, (SCI), 10(22), 4202-4217, Nov, 2022.
  • Shih-Huan Tseng, Feng-Chih Liu, Li-Chen Fu. “Active Learning on Service Providing Model: Adjustment of Robot Behaviors through Human Feedback”, IEEE Transactions on Cognitive and Developmental Systems, (SCI), 2017.
  • Shih-Huan Tseng, Yen Chao, Ching Lin, Li-Chen Fu. “Service robots: System design for tracking people through data fusion and initiating interaction with the human group by inferring social situations”, Robotics and Autonomous Systems, (SCI), vol. 83, pp. 188-202, 2016.
  • Chung Dial Lim, Chia-Ming Wang, Ching-Ying Cheng, Yen Chao, Shih-Huan Tseng, Li-Chen Fu. “Sensory Cues Guided Rehabilitation Robotic Walker Realized by Depth Image-Based Gait Analysis”, IEEE Transactions on Automation Science and Engineering, (SCI), vol. 13, pp. 171-180, 2016.

研討會論文:

  • Shih-Huan Tseng, Pei-Yuan Sun, “Learning-Based Visual Acuity Test System with Pepper Robot for User Behavior Research,” International Conference on Human-Computer Interaction (HCII), 2022.
  • Wei-Hao Sun, Shih-Huan Tseng, "Comparisons of Classification Models on COASTSAT," International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2021.
  • Shih-Huan Tseng, “Robot Knows Where Human Are Through Sensory Data Fusion,” International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2019.
  • Xingzhi Guo, Yu-Cian Huang, Edwinn Gamborino, Shih-Huan Tseng, Li-Chen Fu, Su-Ling Yeh, “Inferring Human Feelings and Desires for Human- Robot Trust Promotion,” International Conference on Human-Computer Interaction (HCII), 2019.
  • Pei Hwai Ciou, Yu-Ting Hsiao, Zong-Ze Wu, Shih-Huan Tseng, Li-Chen Fu, “Composite Reinforcement Learning for Social Robot Navigation,” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018.
  • Ching-Ying Cheng, Xiaobei Qian, Shih-Huan Tseng, Li-Chen Fu, “Recommendation Dialogue System through Pragmatic Argumentation.”, IEEE International Symposium on Robot and Human Interactive Communication (ROMAN), Portugal, 2017.
  • Jiangyuan Zhang, PeiHwai Ciou, Shih-Hsi Hsu, Shih-Huan Tseng, Li-Chen Fu, “Visual Servoing with Time-delay Compensation for Humanoid Mobile Manipulator”, IEEE International Conference on Systems, Man, and Cybernetics (SMC), Canada, 2017.
  • Shih-Huan Tseng, Tung-Yen Wu, Ching-Ying Cheng, Li-Chen Fu. “ Human-robot interaction with multi-human social pattern inference on a multi-modal robot”, International Conference on Control, Automation and Systems (ICCAS), 2014.
  • Ting-Sheng Chu, Yi-Shiu Chiang, Chung Dial Lim, Tung-Yen Wu, Shih-Huan Tseng, Li-Chen Fu. “Perceiving intimacy from both robot view and first-person view in dyadic human interaction”, IEEE International Workshop on Advanced Robotics and its Social Impacts, 2014.
  • Yi-Shiu Chiang, Ting-Sheng Chu, Chung Dial Lim, Tung-Yen Wu, Shih-Huan Tseng, Li-Chen Fu. “Personalizing robot behavior for interruption in social human-robot interaction”, IEEE International Workshop on Advanced Robotics and its Social Impacts, 2014.
  • Shih-Huan Tseng, Yuan-Han Hsu, Yi-Shiu Chiang, Tung-Yen Wu, Li-Chen Fu. “Multi-Human Spatial Social Pattern Understanding for a Multi-Modal Robot through Nonverbal Social Signals”, IEEE International Symposium on Robot and Human Interactive Communication (ROMAN), 2014.
  • Shih Huan Tseng, Ju-Hsuan Hua, Shao-Po Ma, Li-Chen Fu. “Human Awareness based Robot Performance Learning in a Social Environment”,  IEEE International Conference on Robotics and Automation (ICRA), 2013.
  • Kuan-Ting Yu, Shih-Huan Tseng, Li-Chen Fu. “Learning hierarchical representation with sparsity for RGB-D object recognition”, IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012.
  • Wei-Hao Mou, Ming-Fang Chang, Chien-Ke Liao, Yuan-Han Hsu, Shih-Huan Tseng, Li-Chen Fu. “Context-Aware Assisted Interactive Robotic Walker for Parkinson’s Disease Patients”, International Conference on Intelligent Robots and Systems, 2012.
  • Kuo-Chen Huang, Shih-Huan Tseng, Wei-Hao Mou, Li-Chen Fu. “Simultaneous localization and scene reconstruction with monocular camera”, IEEE International Conference on Robotics and Automation (ICRA), 2012.
  • Wei-Jen Kuo, Shih-Huan Tseng, Jia-Yuan Yu, Li-Chen Fu. “A hybrid approach to RBPF based SLAM with grid mapping enhanced by line matching”, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2009.
  • Kuo-Hung Chiang, Shih-Huan Tseng, Yen-Hsun Wu, Guan-Hao Li; Chi-Pang Lam; Li-Chen Fu. “Multisensor-based outdoor tour guide robot NTU-I”, SICE Annual Conference, 2008.
  • 李佳陽、王泰淞、張騏岳、江尚紘、曾士桓, “Gomoku Deep,”DLT 2019數 位生活科技研討會, 2019.

專利:

  • 具投射步伐圖形功能與座椅結構的復健裝置及其控制方法傅立成林政賢林仲達王家明曾士桓已核准中華民國 專利編號: I535432
  • Rehabilitation Decive with Pace Pattern Projecting Function and Seat Structure and Control Method Thereof, 傅立成林政賢林仲達王家明曾士桓已核准美國 專利編號: 14555694