陳祝嵩老師實驗室(IVC Lab)
Laboratory Director

陳祝嵩 Chu-Song Chen
中研院資訊所 研究員
台灣大學資訊工程學系 教授
專長: 深度學習、電腦視覺、機器學習、影像處理、多媒體處理、大數據分析
Email: chusong
song
Tel: 886-2-2788-3799 #1310, 1518, 1553
Google Scholar page
Semantic Scholar page
學歷 台灣大學資訊工程學研究所 碩士/博士 (1991/1996) 交通大學控制工程學系 學士 (1989)
Work Experience
經歷
- 科技部 AI 創新研究中心拔尖整合(Capstone)計畫 智慧急診: 以人工智慧改善急診病人流動及解決壅塞之全面性策略 共同主持人 (2020/3 –present)
- 台大智慧聯網 (IOX) 創新研究中心 台達電合作計畫 共同主持人 (2020/1–present)
- 國民中學科技領域教科圖書 審定委員 (2019/8–present)
- 科技部智慧計算學門 複審委員 (2018–present)
- 全國指標性科技計畫 科技部 AI 創新研究中心專案 計畫主持人 (2018/1–present)
- 新視域科技合作計畫 主持人 (2018/11–2020/2)
- 科技部旗艦計畫數位經濟前瞻技術研發與應用 VR/AR 領域召集人 (2017–present)
- Associate Editor (副編輯) of Pattern Recognition (國際重要期刊;2018–present)
- 科技部人工智慧與深度學習專案 計畫主持人 (2016/11–2018/03) (通過率 13/49)
- 香港商雅虎資訊 (Yahoo! Taiwan) 合作計畫 主持人 (2015/11–2016/11)
- 理監事, 中華民國影像處理暨圖形識別學會 (2015/1–2020/12)
- Associate Editor (副編輯) of Machine Vision and Applications (國際重要期刊;2010–present)
- 兼任教授, 台灣大學, 資訊網路與多媒體研究所 (2009/9–present)
- 研究員, 中央研究院, 資訊科學研究所 (2008/11–present)
- 副主任, 中央研究院, 資訊科技創新研究中心 (2008/11–2015/3)
- 合聘研究員, 中央研究院, 資訊科技創新研究中心 (2008/11–present)
- 理事, 中華民國影像處理暨圖形識別學會 (2008/1–2012/1)
- 秘書長, 中華民國影像處理暨圖形識別學會 (2007/1–2008/12)
- 兼任副教授, 臺北科技大學, 資訊工程研究所 (2004/1–2005/6)
- 副研究員, 中央研究院, 資訊科學研究所 (2003/10–2008/11)
- 合聘助理教授, 台灣師範大學, 圖文傳播學系 (2001/9–2004/1)
- 助研究員, 中央研究院, 資訊科學研究所 (1999/8–2003/10)
- 博士後研究學者, 中央研究院, 資訊科學研究所 (1996/10–1999/7)
Recent Honor and Profession Activity
獲獎與績效
- 最佳潛力獎 第一名;最佳人氣獎 第二名,2020 科技部 AI 跨域觀摩交流暨成果發表會 (2020)
- 國際競賽優勝 Winner of CVPR2019 AAMVEM Workshop 環境監測海洋影片自動分析競賽, 美國長灘 (2019)
- 全國性競賽冠軍 研究團隊榮獲2019全國智慧製造大數據分析競賽,企業與研究機構組ProjectA 首獎 (2019)
- 全國性競賽獲獎 研究團隊榮獲經濟部主辦 IDEAS Show x AI 商品影像 AI 辨識競賽 企業獎 (2019)
- 國際競賽邀請發表 IEEE MMSP 2019 Embedded Deep Learning Object Detection Model Competition,受邀發表論文 (2019)
- 最佳展示獎 第一名 科技部第三季 AI 跨域觀摩交流會 AI創新研究中心華山論劍PART 3 (2019)
- AI 投資潛力獎 第三名 科技部第三季 AI 跨域觀摩交流會 AI創新研究中心華山論劍PART 3 (2019)
- 教學優良獎 106 學年度台灣大學教學優良兼任教師 (2018)
- 博士論文獎 (指導教授) 中華民國資訊學會 IICM Ph.D. Dissertation Award, Honorable Mention (2016)
- 碩士論文獎 (指導教授) 中華民國影像處理暨圖形識別學會 IPPR IPPR MS Thesis Award, Honorable Mention (2015)
- 最佳論文獎 CVGIP電腦視覺圖學及影像處理研討會 IPPR Conference on CVGIP: Best Paper Award (2015)
- 最佳論文獎 CVGIP電腦視覺圖學及影像處理研討會 IPPR Conference on CVGIP: Best Paper Award (2014)
- 國際會議最佳論文獎 2014 IEEE Internet of Things Conference (IEEE iThings): Best Paper Award (2014)
- 由田機器視覺獎 第八屆【人臉信息Live辨識 — 性別、年齡、人臉及表情辨識】競賽:第一名 (共同指導教授) (2013)
- 經濟部國家產業創新獎-年度科專楷模獎 「以視覺為基礎之智慧型環境建構」科技專案計畫團隊參與教授 (2013)
- 最佳海報論文獎 全國計算機會議 (National Computer Symposium ; NCS): Best Workshop Paper Award (2013)
- 佳作論文獎 Matlab/Simulink Tech Forum 技術高峰會: Outstanding Paper Award (2013)
Recent Talks
演講
- “深度學習之電腦視覺應用”,彰化師範大學 資管系 (2020/12/25)
- “Continual Lifelong Learning of Deep Neural Network Models,” Tutorial Talk in VLSI-DAT 2020, 國際超大型積體電路技術研討會, 新竹國賓飯店 (2020/08/10)
- “Construction of compact features for efficient image retrieval and continual learning of deep models”,台大資工系 (Department of Computer Science and Information Engineering, National Taiwan University) (2020/03/06)
- “Continual lifelong learning of deep models”,清大通訊所 (Institution of Communication, National Tsing Hua University) (2019/12/20)
- “Lifelong learning and Merging of Deep Models”,AI 創新研究專案國際研討會暨聯合成果展,交通大學博愛校區 賢齊館 (2019/11/14)
- 「深度永續學習機制及其在影像檢測上的契機」,AI 技術領袖班結業典禮專題演講,高雄日月光公司 (2019/11/13)
- “Learning efficient deep features for retrieval and continual lifelong learning of deep models”,中研院資訊所 (2019/10/01)
- 「異質性深度模型整合與檢索特徵學習」,大型計畫期中報告研討會,中研院資訊所 (2019/07/30)
- “Merging and lifelong learning of deep models”,2019 Google AI Boot Camp (Google AI 創新研究營) in Taiwan,台大德田館 (2019/07/03)
- “Deep Learning of Binary Hash Codes for Efficient Retrieval”,台北市立教育大學資訊科學系 (2019/04/05)
- “Merging Deep CNNs for Mobile Devices”,AI Computing Workshop / AI 晶片設計研討會,桃園大溪笠復威斯汀酒店,科技部「AI 創新研究中心」專案計畫 推動辦公室 (2018/07/10)
- “Some of My Research Results on Deep Learning,” Department of CS, University of Taipei (2018/06/05)
- “Unifying and Merging Well-trained Deep Neural Networks for Inference Stage”,清大台達館,科技部「AI 創新研究中心」專案計畫 推動辦公室 (2018/06/08)
- “Deep Learning Techniques for Object Detection and Recognition”,泛知識節,實踐大學國際會議廳 (2017/11/11)
- “Learning Deep Representations for Efficient and Effective Image Retrieval,” Department of CSIE, National University of Tainan (2017/11/30)
- “Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks,” Department of CSIE, Chung Hua University (2017/10/05)
- “Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks,” Dept. of Computer & Communication Eng., Ming Chuan University (2017/10/13)
- “Learning Deep Representations for Efficient and Effective Image Retrieval,” Department of EE, National Chung Hsing University (2017/10/06)
- 「物件偵測與辨識技術」,交大電資大樓,自動光學檢測設備聯盟(AOIEA) (2017/09/28)
- “Learning Deep Representations for Efficient and Effective Retrieval,” Department of EE, National Kaohsiung University of Applied Science (2017/06/12)
- “Learning Deep Representations for Efficient and Effective Retrieval,” Taiwan, Acer company (2017/06/09)
- “Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks,” Department of CSIE, National Sun Yat-sen University (2017/05/05)
- “Learning Deep Representations for Efficient and Effective Image Retrieval,” Appier company, Taiwan (2017/05/25)
- “Human Age Estimation and Cross-Age Face Recognition,” ACCV2016 Workshop on Facial Informatics, Taiwan (2016/11/20)
- “Deep Learning in Computer Vision and Its Application to Image Retrieval,” Department of CSIE, National Ilan University (2016/05/25)
- “Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval,” CSIE, Division of Continuing Education, Tamkang University (2016/03/29)
- “Deep Learning in Computer Vision and Its Application to Hash Learning,” Department of Electrionic and Computer Enginnering, National Taiwan University of Science and Technology (2016/01/04)
- “Overview of Deep Learning in Computer Vision,” CSIE, Division of Continuing Education, Tamkang University (2015/04/07)
Publications
Postdoctoral Fellows
Jia-Da Li | jiadali@iis.sinica.edu.tw | PhD. BME, NTU |
PhD Students
Sarwar Khan | say2sarwar@gmail.com | PhD. Student, CS, NCCU |
Wen-Cheng Chen | dreamfantasy0@gmail.com | PhD. Student, CSIE, NCKU |
Undergraduate Students
Jing-Yan Liao |
b05502003@ntu.edu.tw | Student, ME, NTU |
Master Students
Timmy S. T. Wan |
40347905s@gmail.com | MSc. Student, INM, NTU |
Research Assistants
Jia-Hong Lee |
honghenry.lee@iis.sinica.edu.tw | MSc., BE, NTUST |
Cheng-Hao Tu |
andytu455176@gmail.com | MSc., CSIE, NTU |
Je-Wei Jeng |
furcaknk@gmail.com | MSc., ME, NTNU |
Yi-Kuan Liu |
yikuanliu@iis.sinica.edu.tw | MSc., BME, NTU |
Yi Chiu |
etgcsigma@gmail.com | MSc., EE, NTU |
Hau Chu |
dehong8733@iis.sinica.edu.tw | BS., CSIE, NTUST |
Ching-Hang Hsu |
jerry1202.wtmh@gmail.com | BS, BME, NCKU |
Yao-Chih Lee |
yclee1231@iis.sinica.edu.tw | MSc. CSIE, NTU |
Alumni
2020
Chein-Hung Chen |
|
Ching-Hsien Hsu |
Msc. Electrical & Computer Engineering, National Yang Ming Chiao Tung University |
Qing-Yao Wu |
M.B.A, Information Management, National Taiwan University of Science and Technology |
Tiffany Ma |
BS. Computer Science, Carnegie Mellon University |
Chen-Yi Lan |
卡伯LINE Chatbot |
Cheng-En Wu |
PhD. Electrical & Computer Engineering, University of Wisconsin–Madison |
Tsung-Hung Hsieh |
MSc. Electrical & Computer Engineering, University of Washington |
2019
Yi-Ming Chan | XYZ Robotics Inc. |
You-Yue Huang | |
Steven C. Y. Hung | Msc. Robotics, University of Michigan |
Wei-Chung Liao | Msc. Computer Science and Engineering, University of Michigan |
I-Hsuan Hsieh | Msc. Electrical Engineering, National Central University |
Chia-Hao Chang | mandatory military service |
2018
Hsin-Rung Chou | Msc. Computer Science, New York University |
Yi-Min Chou | Msc. Computer Science,Texas A&M University |
Amy Hung | |
Chu-Ya Yang | Msc. Computer Science, Texas A&M University |
2017
Ting-Yen Chen | DELTA ELECTRONICS, INC. |
Kuang-Yu Chang | XUNWEI TECHNOLOGIES CO., LTD. |
Kung-Hung Lu | Amazon.com, Inc. |
Huei-Feng Yang | Assistant Professor, Department of Information Management, National Sun Yat-sen University |
~2016
| Assistant Professor, Department of Computer Science and Information Engineering, National Taichung University of Science and Technology |
Kevin Lin | PhD. Electrical Engineering, University of Washington |
Bo-Yao Lin | Google LLC |
Keng-Hao Liu | Assistant Professor. ME, National Sun Yat-sen University |
Bor-Chun Chen | PhD. Computer Science, University of Maryland |
Jiun-Yu Yang | |
Cheng-Yuan Wu | |
Yu-Chieh Kuo | |
Yi-Ying Lin | |
Hsin-Ho Yeh | |
Cheng-Fu Lin | |
Hsi-Lin Chen | |
Yao-Hsiang Yang | |
Wei-Chao Lin | |
Jiun-Yu Chen | |
Chun-Rong Huang | Professor. CSE, National Chung Hsing University |
Chia-Ping Chen | |
Lu-Hung Chen | |
Kuo-Chuan Chiu | |
Wen-Sheng Chu | |
Hsin-Yi Chen | |
Jia-Bin Huang | Assistant Professor. ECE, Virginia Tech |
Bau-Cheng Shen | |
Pei-Chi Hsiao | |
Yong-Dian Jian | |
Yu-Ting Chen | |
Wen-Yan Chang | |
Kuo-Yen Lo |