國立臺北大學資工系林道通教授

關於我(About) 學歷(Education) 研究專長(Research Interests) 經歷(Experiences) 論文發表(Publications) 專利發表(Patents) 研究計畫(Research Grants) 技術轉移(Technology Licensing) 獲獎殊榮(Honors) 學術活動(Academic Activities) 課程教材(Courses) 歷年碩士畢業論文(Graduate Students Thesis) 論文寫作技巧(Technical Writing Tips) 興趣(Hobby) ResearcherID

林道通特聘教授

Distinguished Professor

Dalton Lin

關於我
About

Department of Computer Science and Information Engineering
National Taipei University
San Shia, New Taipei City, Taiwan 237
Email: dalton@mail.ntpu.edu.tw

Professional biography sketch

Daw-Tung Lin received the B.S. degree in control engineering from National Chiao-Tung University, Hsin Chu, Taiwan, in 1985, and the M.S. and Ph.D. degrees in electrical engineering from the University of Maryland at College Park, MD, U.S.A., in 1990 and 1994, respectively. He served as the Acting President and Vice President for Academics and Research of National Taipei University from 2016 to 2017 and from 2015 to 2017, respectively. From 2011 to 2015, he served as the Dean of Academic Affairs of National Taipei University, Taiwan. In this role, he collaborated with faculty, deans and University administrators to lead the development of University strategies for engagement in faculty teaching excellence and students learning assurance. While helping to steward academic programs already under way, he created/supported a growing number of industrial partnerships and education opportunities. He earned and ran the University Teaching Excellence Program, which awards over NT$60,000,000 each year to provide faculty and students in key positions with teaching improvement, assurance of learning, innovation and entrepreneurship integration, global career navigation, interdisciplinary professional elite developing, holistic thinking and action cultivation, and global mobility and collaborations.

Previously he served as the Director of the Computer Center with Chung Hua University from 2001 to 2003, the Dean of the College of Engineering with Chung Hua University from 2003 to 2005, the Chairperson of the Department of Computer Science and Information Engineering with National Taipei University from 2006 to 2009, the Director of the Graduate Institute of Communication Engineering with National Taipei University from 2010 to 2011, and the Dean of Academic Affairs of National Taipei University from 2011 to 2015. From 1995 to 2004, he was an Associate Professor of the Department of Computer Science and Information Engineering at the Chung Hua University, Taiwan. He has been with the National Taipei University since 2005, where he became a tenured Professor of computer science and information engineering in 2009. He is a senior member of IEEE. He has been a regular contributor to the literature in computer vision and image processing. His research interests include image processing, computer vision, pattern recognition, and intelligent surveillance.

學歷
Education

Ph.D. in Electrical Engineering Department,
September 1990 -- December 1994
University of Maryland at College Park, U.S.A.
美國馬里蘭大學電機工程學系博士
Advisors: Dr. Judith E. Dayhoff 及 Dr. Panos A. Ligomenides
Major: Computer Engineering, Cybernetics and Systems

M.S. in Electrical Engineering Department,
September 1988 -- May 1990
University of Maryland at College Park, U.S.A.
美國馬里蘭大學電機工程學系碩士

B.S. in Control Engineering,
October 1981 -- June 1985
National Chiao-Tung University, Taiwan
國立交通大學控制工程學系學士

研究專長
Research Interests

Image Processing, Pattern Recognition
影像處理、圖形辨識、電腦視覺

Neural Networks, Deep Learning
神經網路，深度學習

Intelligent surveillance
智慧型視訊監控

Medical image processing and recognition
醫學影像處理

經歷
Experiences

August 2019 – present, Distinguished Professor
Department of Computer Science and Information Engineering, National Taipei University.
國立臺北大學資訊工程學系特聘教授
August 2009 – present, Professor
Department of Computer Science and Information Engineering, National Taipei University.
國立臺北大學資訊工程學系教授
November 2016 – July, 2017, Acting President
National Taipei University.
國立臺北大學代理校長
August 2015 – July, 2017, Executive Vice President for Academics and Research
National Taipei University.
國立臺北大學學術副校長
October 2011 – July 2015, Dean of Academic Affairs
Office of Academic Affairs
National Taipei University.
國立臺北大學教務長
August 2010 – October 2011, Professor and Chairperson
Graduate Institute of Communication Engineering
National Taipei University.
國立臺北大學通訊工程研究所教授兼所長
December 2009 – July 2010, Director
Faculty Developmend and Teaching Resources Center
National Taipei University.
國立臺北大學教學發展中心主任
August 2006 – July 2009, Associate Professor and Chairperson
Department of Computer Science and Information Engineering, National Taipei University.
國立臺北大學資訊工程學系副教授兼系主任
August 2005 – July, 2006, Associate Professor
Department of Computer Science and Information Engineering, National Taipei University.
Chief, Operation Section of Computer Center
國立臺北大學資訊工程學系副教授兼資訊中心作業組組長
August 2003 – July 2005, Dean of the College of Engineering
Chung-Hua University
中華大學工學院院長
February 2003 – July 2003, Dean of the Admission and Development Office
Chung-Hua University
中華大學招生發展處處長
February 2002 - July 2003, Adjunct Associate Professor
Mathematics Department, National Hsinchu Teacher College
新竹師院數學系兼任副教授
February 2001 - July 2003, Director
Computer Center, Chung-Hua University
中華大學電子計算機中心主任
主持校務行政系統電腦化及公文流程自動化，達到ISO9002認證標準，校園e化，提昇競爭力
September 1999 -- February 2001, Division Director
Academic Affairs, Curriculum Office, Chung-Hua University,
中華大學教務處課務組組長
完成中華大學電腦網路選課系統提供全校一萬名師生使用，課務系統全面資訊自動化
September 1999 -- February 2001, Adjunct Associate Professor
Electrical Engineering Department, Yuan-Zi University,
元智大學電機工程系兼任副教授
February 1995 – July 2005, Associate Professor
Computer Science and Information Engineering Department, Chung-Hua University.
中華大學資訊工程學系副教授
December 1994 -- February 1995, Post-doctoral Research Associate
Institute for Systems Research, University of Maryland at College Park
馬里蘭大學系統研究中心博士後副研究員
Coordinated a research team engaging in a research project of　a compact tool post structure design for precision machining. Applied active material and control methodology to the tool post structure to minimize the tool position　variation, and control the mechanism of material removal. Investigated new approaches of parameter adaptive control using AI methods．
August 1993 -- January 1995, Assistant Research Associate
Applied Physics Laboratory, Johns Hopkins University
約翰霍浦金斯大學應用物理實驗室研究助理
Implemented neural network approaches to Target Discrimination project and improving the performance of components identification task. Developed and exploring novel methods to discriminate among target components on the same trajectory by differentiating among similar time varying signals.
September 1992 -- December 1992, Research Consultant
Georgetown University Medical Center, Radiology Dept.
喬治城大學醫學中心研究助理
Provided consultation into the research and development of lung cancer nodule identification with computer image aided diagnosis utilizing the Neural Network approach.
February 1990--July1991, Research Assistant
Cybernetics Research Lab., University of Maryland
馬里蘭大學電機系人工智慧實驗室研究助理
Developed "CROPCAST", a user-friendly Expert System employing PCPLUS of Texas Instruments to predict crop yield production. Designed an On-Screen Context Sensitive Help facility for the expert system (in Scheme LISP and KBMS with OS/2 Presentation Manager). Designed a prototype neural network based knowledge system as a``self-frame" of the CROPCAST.
February 1989--September 1993, System Administrator
ISR Computer Center, University of Maryland
馬里蘭大學系統研究所電腦中心研究助理
Managed the hardware and software administration and maintenance for over two hundred computer systems, including Sun IPCs, IPXs, SPARCIIs, SPARC-10s, SPARC-20s, NeXT workstations. Automated file systems backups (label-0, label-8, label-9). Management of LAN and campus networking system peripherals. Reconstructed LAN systems (servers, bridges, damprs, routers) and improved network traffic by at least 20%. Software development (shell scripts, Perl, X-Window, Tcl, Tk) for Unix system administration facilities. Developed account administration package to automate management for over 300 user accounts and to improve the file server utilization.
Spring 1989, Software Engineer
Earth Satellite Corp., Rockville, Maryland
地球衛星股份有限公司工程師
Improved a Geographic Interface package which includes friendly user interface and powerful map browsing functions.
August 1987 -- July 1988, Teaching Assistant
Control Engineering Dept, National Chiao-Tung University
國立交通大學控制工程學系助教
October 1985 -- August 1987, Second Lieutenant
Army, Taiwan, R.O.C.
少尉預備軍官役

論文發表
Publications

Journal Papers

H.-Y. Lin, Y.-Q. Li, and D.-T. Lin*. System Implementation of Multiple License Plate Detection and Correction on Wide-Angle Images Using an Instance Segmentation Network Model, IEEE Transactions on Consumer Electronics (SCI, Q1, IF=5.31), Vol. 70, Issue 1, pp. 4425-4434, Feb. 2024.
C.-S. Chiao and D.-T. Lin*. ELICE: Embedding Language through Informative Contrastive-Encoder. Expert Systems with Applications (SCI, Q1, IF=8.665), Vol. 229, Part A, Nov. 2023.
on-line version available
周麗芳,陳永仁 , 林道通, 台灣循環經濟實踐案例：東海豐農業循環園區, 會計師季刊, No. 295, pp. 46-50, June 2023
Y.-Q. Li, H.-S. Chang, D.-T. Lin*. Large-Scale Printed Chinese Character Recognition for ID Cards Using Deep Learning and Few Samples Transfer Learning. Applied Sciences (SCI, IF=2.976), 2022, 12(2), 907
on-line version available
C.-M. Lo, P.-H. Hung*, and D.-T. Lin*, Assessment of Acute Ischemic Stroke by Computed Tomography using Deep Convolutional Neural Networks, Journal of Digital Imaging (SCI, IF=3.697), 34, pages637–646, May, 2021
on-line version available
范嘉玲，林道通，劉晉德，路口魚眼攝影機視訊移動車輛偵測與追蹤，中華電信研究院電信研究雙月刊，卷號第50卷第 2期，頁次 203 ~ 216，2020年六月
Y.C.Ting, D.T. Lin*, C.F. Chen, B.C. Tsai, (2020) Automatic Optical Inspection for Millimeter Scale Probe Surface Stripping Defects Using Convolutional Neural Network. In: Blanc-Talon J., Delmas P., Philips W., Popescu D., Scheunders P. (eds) Advanced Concepts for Intelligent Vision Systems. ACIVS 2020. Lecture Notes in Computer Science, vol 12002, pp.360-369. Springer, Cham.
on-line version available
Niraimathi Puhalanthi and Daw-Tung Lin*, Effective multiple person recognition in random video sequences using a convolutional neural network, Multimedia Tools and Applications (SCI), vol. 79, pages11125–11141, April 2020.
on-line version available
Meng-Rong Lee and Daw-Tung Lin*, Vehicle Counting Based on A Stereo Vision Depth Maps For Parking Management, Multimedia Tools and Applications (SCI), Vol. 78, No. 6, pp. 6827-6846, March 2019. DOI 10.1007/s11042-018-6394-6
on-line version available
D.T. Lin* and K.Y. Wu, Wide Area Object Tracking using Multiple Cameras with Mixed Configuration of Over-lapping and Non-overlapping FOV, International Journal of Multimedia and Ubiquitous Engineering (IJMUE), Vol. 11, No. 3, pp. 239-248, March, 2016 (EI).
on-line version available
W.J. Lo and D.T. Lin*, Embedded System Implementation for Vehicle Around View Monitoring, Lecture Notes in Computer Science, S. Battiato et al. (Eds.), Springer International Publishing Switzerland, LNCS, Vol. 9386, pp. 181–192, 2015. (EI)
K. Lin, S.G. Chen, C.S. Chen, D.T. Lin, Y-P. Hung, Abandoned Object Detection via Temporal Consistency Modeling and Back-Tracing Verification for Visual Surveillance, IEEE Trans. on Information Forensics and Security, Vol. 10 , No. 7 , pp. 1359 - 1370, July 2015 (SCI,EI,IF=1.826)
on-line version available
D.T. Lin* and Y.D. Chen,On-Road Vehicle Detection and Verification by Using a Mobile Camera, Asian Journal of Engineering and Technology, Vol. 3, No. 1, pp. 33-38, February 2015
on-line version available
陳謀琰, 林道通*, 車牌辨識技術指標驗證與測試經驗分享, 影像與識別, Vol. 20, No. 3, pp. 3-7, Sept. 2014
D.T. Lin* and Y.S. Chang, Occlusion Occlusion Handling for Pedestrian Tracking Using Partial Object Template-based Component Particle Filter, IADIS International Journal on Computer Science and Information Systems, Vol. 8, No. 2, pp. 40-50, December 2013.
D.T. Lin* and C.L. Lin, Automatic Location for Multi-Symbology and Multiple 1D and 2D Barcodes, Journal of Marine Science and Technology, Vol. 21, No. 6., pp. 663-668, Dec. 2013 (SCI,EI,IF=0.845)
D.T. Lin^* and K.Y. Huang, Collaborative Pedestrian Tracking and Data Fusion with Multiple Cameras, IEEE Trans. on Information Forensics and Security, Vol. 6, No. 4, pp. 1432-1444, Dec. 2011 (SCI,EI,IF=1.826)
on-line version available
D.T. Lin^*, K.Y. Huang, and M.C. Lin, Real-time Automatic Recognition of Omnidirectional Multiple Barcodes and DSP Implementation, Machine Vision and Applications, Vol. 22, No. 2, pp. 409-419, Mar. 2011 (SCI,EI,IF=1.549)
on-line version available
D.T. Lin^* and C.L. Lin, Multi-symbology and Multiple 1D/2D Barcodes Extraction Framework, Lecture Notes in Computer Science, LNCS Vol. 6524, pp. 401–410, Jan. 2011. (EI)
on-line version available
林道通^*, 吳冠宇, 智慧型建築室內管制區域人物監控追蹤系統：系統整合實例, 影像與識別, Vol. 16, No. 3, pp. 58-73, Oct. 2010
D.T. Lin, Autonomous Sub-image Matching for Two-dimensional Electrophoresis Gels Using MaxRST Algorithm, Image and Vision Computing, Vol. 28, No. 8, pp.1267-1279, Aug. 2010 (SCI, EI, IF=1.578)
on-line version available
D.T. Lin^* and L.W. Liu, Pedestrian Identification with Distance Transform and Hierarchical Search Tree, Lecture Notes in Artificial Intelligence, LNAI Vol. 5712, pp. 431–438, Sep. 2009. (EI)
on-line version available
D.T. Lin^*, and D.C. Pan, Integrating a Mixed-Feature Model and Multiclass Support Vector Machine for Facial Expression Recognition, Integrated Computer-Aided Engineering, Vol.16, No. 1, pp. 61-74, Jan. 2009 (SCI, EI, IF=2.122)
on-line version available
D.T. Lin^* and C.Y. Yang, H.264/AVC Video Encoder Realization and Acceleration on TIDM642 DSP, Lecture Notes in Computer Science of Springer-Verlag Berlin Heidelberg, LNCS Vol. 5419, pp. 910–920, Jan. 2009. (EI)
on-line version available
D.T. Lin^* and G.J. Liao, Swarm Intelligent Based Fuzzy C-Means Clustering for Motion Vector Selection in Video Watermarking, International Journal of Fuzzy Systems, Vol. 10, No. 3, pp. 185-194, Sep. 2008 (SCI, EI, IF=1.362)
on-line version available
D.T. Lin^* and L.W. Liu, Real-Time Detection of Passing Objects Using Virtual Gate and Motion Vector Adaption, Lecture Notes in Computer Science of Springer-Verlag Berlin Heidelberg, LNCS Vol.5061, pp. 710-719, June 2008. (EI)
S.C. Lee and D.T. Lin^*, Intelligent Surveillance System for Halt Detection and People Counting, Journal of Information Technology and Applications, Vol. 2, No. 3, pp. 133-142, June 2008
on-line version available
D.T. Lin^* and M.J. Liou, Face Occlusion Detection for Automated Teller Machine Surveillance, Lecture Notes in Computer Science of Springer-Verlag Berlin Heidelberg, LNCS Vol. 4319, pp. 641-651, Dec. 2006. (EI)(NSC 94-2622-E-305-001-CC3, 95-EC-17-A-02-S1-032)
on-line version available
D.T. Lin^*, Human Facial Expression Recognition Using Hybrid Network of PCA and RBFN, Lecture Notes in Computer Science of Springer-Verlag Berlin Heidelberg, LNCS Vol. 4132, pp. 624–633, Sep. 2006. (EI)(NSC89-2213-E-216-016)
on-line version available
D.T. Lin^*, Facial Expression Classification Using PCA and Hierarchical Radial Basis Function Network, Journal of Information Science and Engineering, Vol. 22, No. 5, pp. 1033-1046, Sep. 2006 (SCI, EI, IF=0.315)
on-line version available
D.T. Lin^*, C.C. Lei, and S.W. Hung, Computer-Aided Kidney Segmentation of Abdominal CT Images, IEEE Trans. on Information Technology in Biomedicine, Vol. 10, No. 1, pp. 59-65, Jan. 2006 (SCI, EI, IF=1.939)(NSC91-2213-E-216-007)
on-line version available
D.T. Lin^* and C.C. Huang, Automatic Compensation for Back-lighted Images Using Fuzzy-C means Algorithm and Fuzzy Inference, International Journal of Fuzzy Systems, Vol. 7, No. 4, pp.169-174, Dec. 2005 (SCI, EI, IF=1.362)(NSC90-2213-E-216-024)
D.T. Lin^*, J.L. Kuo, E. C. Lin and S. Y. Huang, Fuzzy Similarity Measure and Fractional Image Query for Large Scale Protein 2D Gel Electrophoresis, Lecture Notes in Artificial Intelligence of Springer-Verlag Berlin Heidelberg, LNAI Vol. 3683, pp. 1366-1372, Sep. 2005. (SCI, EI, IF=0.404)(NSC93-2213-E-216-016)
D.T. Lin^*, C.R. Yen and W.T. Chen. Autonomous Detection of Pulmonary Nodules on CT Images with a Neural Network-Based Fuzzy System, Computerized Medical Imaging and Graphics, Vol. 29, pp.447-458, Sep. 2005 (SCI, EI, IF=1.166)(NSC91-2213-E-216-007)
on-line version available
D.T. Lin^* and C.M. Yang, Real-Time Eye Detection using Face Circle Fitting and Dark-Pixel Filtering, Journal of Information Technology and Society, Vol. 5, No. 1, pp. 45-58, June 2005 (NSC 93-2622-E-216-001-CC3, CHU-93-TR-004 and CHU 93-2622-E-216-001-CC3)
on-line version available
D.T. Lin^* and J.S. Yang, Computer Aided Lung Nodule Detection with Principal Component Analysis and Neural Network, International Journal of Electrical Engineering, Vol. 12, No. 2, pp.183-192, May 2005 (EI)(NSC91-2213-E-216-007)
D.T. Lin^* and C.L. Lee, PHS Mobile Web for Online Futures Contracts Information System, Chung Hua Journal of Science and Engineering, Vol. 3, No. 1, pp. 113-120, Jan. 2005 (NSC-92-2262-E216-014-CC3)
D.T. Lin^*. Target Components Discrimination using Adaptive Time-Delay Neural Network. Journal of Information Science and Engineering, Vol. 20, No. 5, pp. 959-980, Sep. 2004 (SCI, EI, IF=0.242)(NSC-85-2213-E216-019)
D.T. Lin^* and C.H. Huang, Silhouette-Based Hand Gesture Recognition with Support Vector Machine, Lecture Notes in Computer Science of Springer-Verlag Berlin Heidelberg, LNCS Vol. 2714, pp. 247-250, June, 2003. (SCI, EI, IF=0)
D.T. Lin^* and C.N. Chang, Real-Time Hand Gestures Recognition using Radial Basis Function Network, Chung Hua Journal of Science and Engineering, Vol. 1, No. 1, pp.17-24, 2003
D.T. Lin^*. Sampling Rate Effects on Trajectory Learning and Production. Journal of Information Science and Engineering, Vol. 13, No. 2, pp.293-310, 1997 (SCI, EI, IF=0.242)(NSC–85–2213-E216-019)
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. Trajectory Production with the Adaptive Time-Delay Neural Network. Neural Networks, Vol. 8, Number 3, pp. 447-461, 1995 (SCI, EI, IF=2.656)
on-line version available

Book Chapters

林道通，張菁芬，林伯星，高齡社會與銀髮科技，高齡社會與法導論第十章，pp.167-188, 元照出版公司，2020, ISBN 9789575113520.
Alasdair McAndrew（原著)，陳乃塘(編譯)，林道通(審閱)，數位影像處理 (McAndrew: A Computational Introduction to Digital Image Processing), 2ed, 高立圖書，2019, ISBN 9789863781455.
Y.L. Chou and D.T. Lin, "Robust and Adaptive Vehicle Detection System Based on Energy Map Analysis by Using Surveillance Videos", in Frontiers in Pattern Recognition and Artificial Intelligence, Chapter12, pp.211-240, World Scientific, 2019.
D.T. Lin^* and G. J. Liao, Computational Intelligence Clustering for Dynamic Video Watermarking, in Intelligent Soft Computational and Evolving Data Mining: Integrating Advanced Technology, Chapter14, pp.298-317, IGI Global, April, 2010.
J. Dayhoff, P. Palmadesso, F. Richards, and D.T. Lin^*, Patterns of Dynamic Activity and Timing in Neural Network Processing, in Neural Network and Pattern Recognition. pp. 105—141, Academic Press, 1998.

Conference Papers

Y.-F. Lai and D.-T. Lin*, "Exploring 3D Projection and Multi-Angle Descriptors for Robust Keypoint Matching", CVGIP2023, August, Kimman, 2023
D.-T. Lin, M.-Y. Day, S.-C. Chen, H.-C. Liu, K.-S. Ding, and Y.-F. Su, "Establishment and Implement of Smart Assistive Technology for Dementia Care and Its Socio-Economic Impacts", iCREATe 2023, August, Bangkok, Thailand, 2023
Dmitrii Matveichev and D.-T. Lin*, " Monocular 3D Vehicle Pose Detection on Traffic Cameras Using Road Plane Homography and Oriented Object Detection", CVGIP2022, August, Nantou, 2022
J. Wu and D.-T. Lin*, "Pose Information Embedding Deep Learning for Cross-Camera Person Re-Identification", CVGIP2021, August, Taipei, 2021
D. Matveichev, D.-T. Lin*, H.-S. Chang, " Real-Time Planar Object Tracker: Affine Invariant Detection and Smooth Perspective Invariant Tracking", in The 7th IEEE & 8th The International Conference on Science, Education, and Viable Engineering (ICSEVEN 2021). Invited Talk. Kinmen, Taiwan, 8 - 11 April, 2021.
D. Matveichev and D.-T. Lin, "Mobile Augmented Reality: Fast, Precise, and Smooth Planar Object Tracking", in ICPR 2020. pp. 5406-5412, Milano, ITALY 10 - 15 January 2021.
葉宥麟, 林道通*, 吳建宇, 李侑程, 黃品程, "應用自然語言處理與人工智慧技術於常用刑事類別判決預測", in TAAI2020, Taipei, Taiwan, 3-5 December, 2020.
D. Matveichev, D.-T. Lin*, Y.-S. Tseng, C.-H. Chan, "Trajectory Forecasting Using LSTM and Transformer Networks: Improving Performance and Intention-awareness with Pre-processing Techniques", in The 6th IEEE & 7th The International Conference on Science, Education, and Viable Engineering (ICSEVEN 2020). Invited Talk. Penhu, Taiwan, 4 - 6 November, 2020.
Chia-Ling Fan and Daw-Tung Lin, “Facilitating Multiple Vehicle Counting on Embedded System Using Convolutional Neural Network”. CVGIP 2020, S-H-4, Hsinchu, Taiwan, Aug. 15-17, 2020.
Yu-Chieh Ting, Daw-Tung Lin*, Chih-Feng Chen and Bor-Chen Tsai, "Automatic Optical Inspection for Millimeter Scale Probe Surface Stripping Defects using Convolutional Neural Network", in ACIVS2020, pp.360-369. Auckland, New Zealand, Feb. 10-14, 2020
Feng, R. C., Lin, D. T., Chen, K. M., Lin, Y. Y., & Liu, C. D. (2019, October). Improving Deep Learning by Incorporating Semi-automatic Moving Object Annotation and Filtering for Vision-based Vehicle Detection. In 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) (pp. 2484-2489). IEEE.
Shu-Han Yu and Daw-Tung Lin, “Multiple Cameras Crowd Tracking Using Convolutional Neural Networks”. CVGIP 2019, B1-2, Taitung, Taiwan, Aug. 25-27, 2019.
Yi-Quan Li, Daw-Tung Lin, and Zhe-Wei Yeh, “Improving Deep Learning for Face Verification Using Color Histogram Equalization Data Augmentation”, the 5th World Congress on Electrical Engineering and Computer Systems and Sciences (EECSS’19), paper No. MVML103, Lisbon, Portugal, August 21-23, 2019.
Yu-Chou Huang and Daw-Tung Lin" Improving Stereo Calibration and Application to Vehicle Counting for Parking Lot Entrance", CVGIP 2018, C2-5, Tainan, Taiwan, Aug. 19-21, 2018.
Ri-Chen Feng, Daw-Tung Lin, Yi-Yao Lin, " Multiple Objects Detection And Classification For Street Intersection Surveillance Video Based on Deep Learning", CVGIP 2018, A1-4, Tainan, Taiwan, Aug. 19-21, 2018.
W.T. Weng and D.T. Lin*, " Crowd Density Estimation Based on a Modified Multicolumn Convolutional Neural Network ", 2018 World Congress on Computational Intelligence, pp. 5562-5568, Reo de Janeiro, Brazil, July 8-13, 2018.
Y.L. Chou and D.T. Lin, "Robust and Adaptive Vehicle Detection System Using Surveillance Videos", 2018 International Conference on Pattern Recognition and Artificial Intelligent , pp. 319-324, Montreal, Canada, May 14-17, 2018.
D.T. Lin, P.C. Chan and Y.Y. Lin "Robust Local Variation Reduced Diamond Search for Moving Object Detection in Embedded Systems", 2017 Taiwan Academic Network Conference on Multimedia Communication, pp. 402-407, Taichung, Taiwan, Oct. 25-27, 2017.
W.-T. Weng, D.-T. Lin, "Cross-scenes and Multi-view Crowd Density Evaluation and Counting Based on Multi-Column Convolutional Neural Network", CVGIP 2017, C6-16, Nantou, Taiwan, Aug. 21-23, 2017.
D.-H. Jhuang, D.-T. Lin∗, and C.-H. Tsai, "Face Verification with Three-Dimensional Point Cloud by Using Deep Belief Networks", 2016 International Conference on Pattern Recognition, paper TuAT4.2, Cancun, Mexico, Dec. 4-8, 2016.
H.Y. Lo and D.T. Lin, "Video Stabilization with Robust Particle Filter and Virtual Camera Movement Trajectory Analysis", CVGIP2016, A6-1, Keelung, Taiwan, Aug. 15-17, 2016.
S.K. Chou and D.T. Lin, "Prediction of Approaching Vehicles to Blind Spots by Using a Rear-mounted Fisheye Camera", CVGIP2016, D5-4, Keelung, Taiwan, Aug. 15-17, 2016.
D.T. Lin, C.H. Lee, W.T. Weng and C. Huang, "Robust Moving Object Detection under Varying Lighting Conditions Using Ubiquitous Virtual Gate Algorithm", 2016 IEEE International Conference on Ubi-Computing, pp. 78-83, Moscow, Russia, Aug. 15-17, 2016.
W.J. Lo and D.T. Lin, "Embedded System Implementation for Vehicle Around View Monitoring", ACIVS 2015, LNCS 9386, pp. 181, 192, Oct. 26-29, 2015.
D.T. Lin and K.M. Chen, "Video Search Using Video Clips and Color String Transformation Analysis", CVGIP2015, ILan, Taiwan, Aug. 17-19, 2015
D.T. Lin and Y.C. Huang, "Real-Time Pedestrian Detection Using Compound Contour-Based Features", CVGIP2015, A1-4, ILan, Taiwan, Aug. 17-19, 2015
C.-H. Tai and D.-T. Lin, "A Framework for Healthcare Everywhere: BMI Prediction using Kinect and Data Mining Techniques on Mobiles", in Proc. of the 3rd IEEE International Workshop on Mobile Data (MobiSocial 2015)， pp. 126-129, Pittsburgh, Pennsylvania, USA, June, 2015.
D.T. Lin* and C.H. Hsu, Crossroad Traffic Surveillance Using Superpixel Tracking and Vehicle Trajectory Analysis, 2014 International Conference on Pattern Recognition, pp. 2251-2256, Stockholm, Sweden, Aug. 24-28, 2014.
Kevin Lin?, S.C. Chen, C.S. Chen, D.T. Lin and Y.P. Hung, Left-Luggage Detection from Finite-State-Machine Analysis in Static-Camera, 2014 International Conference on Pattern Recognition, pp. 4600-4605, Stockholm, Sweden, Aug. 24-28, 2014.
D.T. Lin* and C. Huang, Robust Detection for Moving Objects based on Edge Information and Frame Differences, CVGIP2014, D2-4, Kending, Taiwan, Aug. 17-19, 2014.
D.T. Lin* and S.S. Wu, Adaptive Iterative Updating Method for Background Modeling based on Local Area Motion Variation, CVGIP2014, C6-5, Kending, Taiwan, Aug. 17-19, 2014.
D.T. Lin* and H. Li, Building Around Video Monitoring System using Multiple Fish-Eye Cameras and Top-View Transformation Stitching, CVGIP2014, D6-3, Kending, Taiwan, Aug. 17-19, 2014.
D.T. Lin* and W.J. Liao, Real-Time Face Identification for Kiosk Application, CVGIP2014, F3-4, Kending, Taiwan, Aug. 17-19, 2014.
D.T. Lin* and Y.D. Chen, On-Road Vehicle Detection and Verification by Using a Mobile Camera, 2014 International Research Conference on Engineering and Technology, pp. 241-249, Bali, Indonesia, June 27-29, 2014.
D.T. Lin* and K.Y. Wu, Wide Area Object Tracking using Multiple Cameras with Mixed Configuration of Overlapping and Non-overlapping FOV, 2014 International Conference on Platform Technology and Service, pp. 231-232, Jeju, Korea, Feb 11 - 13, 2014.
D.T. Lin* and Chein-Lin Chen, Intelligent Video Surveillance Elderly Fall Detection, CVGIP2013, pp. 64, ILan, Taiwan, Aug. 2013.
D.T. Lin* and Yen-Tung Chen, Vehicle Detection Based on Adaboost Algorithm and Symmetry, CVGIP2013, pp. 143, ILan, Taiwan, Aug. 2013.
D.T. Lin* and Chin-Hao Hsu, Vehicle Tracking using Superpixel Matching, CVGIP2013, pp. 146, ILan, Taiwan, Aug. 2013.
D.T. Lin* and Y.H. Chang, Occlusion Handling for Pedestrian Tracking Using Partial Object Template-based Component Particle Filter, IADIS International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing, pp. 19-26, Prague, Czech Republic,JULY 22 - 24, 2013.
D.T. Lin* and D.H. Jhuang, A Novel Layer-Scanning Method for Improving Real-Time People Counting, 15th International Conference on Human Computer Interaction, pp. 661-665, Las Vegas, Nevada, USA, JULY 21 - 26, 2013.
D.T. Lin* and Chang-Chieh Liu, Smart Video Condensing and High Efficientcy Video Object, CVGIP2012, pp. 80-83, Nantou, Taiwan, Aug. 2012.
D.T. Lin* and C.H. Wu, Real-Time Active Tampering Detection of Surveillance Camera and Implementation on Digital Signal Processor, IEEE International Conference on InformatIH-MSP2012, pp. 383-386, Athens, Greece, July, 2012.
D.T. Lin^* and C.H. Hsu, Improving the Efficiency and Accuracy of SIFT Image matching, The 2011 International Congress on Computer Applications and Computational Science, AISC 145, pp.227--233, Bali, Indonesia, Nov. 2011.
D.T. Lin^* and Y.T. Chen, A Novel Grey-Scale based Motion Recurrent Image Approach for Pedestrian and Vehicle Classification, E1-5, Chia-Yi, Taiwan, Aug. 2011.
D.T. Lin^* and Y.C. Liao, On-line Handwritten Signature Verification Using Hidden Semi-markov Model, International Conference on Human-computer Interaction, CCIS 173, pp. 584-589, Orlando, USA, July. 2011.
D.T. Lin^* and Y.T. Chen, Pedestrian and Vehicle Classification Surveillance System for Street-Crossing Safety, International Conference on Image Processing, Computer Vision and Pattern Recognition, Vol.II, pp.564-570, Las Vegas, July. 2011.
C.H. Chien, C.L. Lin, and D.T. Lin^*, Uniform-Invoice Number Recognition System and Deployment on Android Mobile Phone, CVGIP2010, A4-3-0512, Kaohsiung, Taiwan, Aug. 2010.
C.J. Wang, K.Y. Wu, D.T. Lin^*, Pedestrian and Vehicle Classification and Lane Crossing Detection for Video Surverllance System, CVGIP2010, E3-4-0381, Kaohsiung, Taiwan, Aug. 2010.
D.T. Lin^* and K.Y. Huang, Collaborative Pedestrian Tracking with Multiple Cameras: Data Fusion and Visualization, IEEE World Congress on Computational Intelligence, pp.1257-1264, Barcelona, Spain, July. 2010.
C.H. Chien and D.T. Lin^*, Uniform-Invoice Number Extraction, NCS2009, Workshop of Image Processing, Computer Graphic and Multimedia Technologies, pp.327-338, Taipei, Taiwan, Nov. 2009.
D.T. Lin^* and Y.S. Kao, Non-Background Model Based Object Motion Detection and Implementation on TI DAVINCI DM6446 DSP, CVGIP2009, Si-Tou, Taiwan, Aug. 2009.
D.T. Lin^* and G.J. Liao, Embedding Watermarks in Compressed Video using Fuzzy C-Means Clustering, International Conference on System Man and Cybernetics, pp. 1053-1058, Singapore, Oct. 2008. (EI)
D.T. Lin^* and C.W. Huang, Improving Facial Expression Recognition with Edge-based Local Binary Pattern, CVGIP2008, Paper ID 00032, Ilan, Taiwan, August, 2008.
D.T. Lin^* and H.S. Huang, The Implementation And Optimization of H.264/AVC Baseline Encoder On TI DM642 DSP Processor, 2007 Computer Vision, Graphics and Image Process Conference(CVGI2007), pp.17, Sanyi, Taiwan, Aug. 2007.
D.T. Lin^*, C.C. Lei, and S.W. Hung, Computer-Aided Kidney Segmentation and Recognition of Renal Tumor on Abdominal CT Images Using Support Vector Machine, International Conference on Neural Information Processing, pp. 587-592, Taipei, Taiwan, Nov. 2005.
C. T. Tsai and D.T. Lin^*, Automatic License Plate Recognition System, 18th IPPR Conference on Computer Vision, Graphics, and Image Processing, pp. 605-612, Taipei, Taiwan, Aug. 2005.
彭文立、韓欽銓、李建興、石百碌、林道通^*，結合分水嶺轉換與動態輪廓模型應用於骨骼影像分割, TAAI2004, FP3-05, Taiepei, Taiwan, Nov. 2004.
M.J. Liu and D.T. Lin^*, A Real Time Multiple People Tracking and Facial Occlusion Detection System, CVGIP2004, E1-6, Hualei, Taiwan, Aug. 2004. (93-2622-E-216-001-CC3)
K.H. Huang and D.T. Lin^*, Fragile Watermarking using Motion Vector in MPEG4 Video, CVGIP2004, P2-4, Hualei, Taiwan, Aug. 2004.
D.T. Lin^*, J.L. Kuo, E.C. Lin and S.Y. Huang,, Improved Watershed Algorithm Spot Detection on Protein 2D Gel Electrophoresis Images, The 6 th IASTED International Conference on Signal and Images Processing, pp. 512-517, Hawaii, USA, Aug. 2004. (NSC93-2213-E-216-016)
D.T. Lin^* and C.M. Yang, Real-Time Eye Detection using Face Circle Fitting and Dark-Pixel Filtering, IEEE International Conference on Multimedia Expo, PD4, Taipei, June, 2004. (EI)(93-2622-E-216-001-CC3)
C.C. Lei, D.T. Lin^*, and S.Y. Hsiung, Computer-Aided Kidney Segmentation in CT Images, Biomedical Engineering 2003 Annual Symposium, pp.38, Taipei, Taiwan, December 12-13, 2003. (NSC91-2213-E-216-007)
C.M. Yang and D.T. Lin^*, A Real-Time Vision-Based Face and Eyes Detection System, International Conference on Informatics, Cybernetics, and Systems, pp.200-205, Kaohsiung, Taiwan, December 14-16, 2003.
D.T. Lin^*, J.L. Kuo, E.C. Lin and S.Y. Huang, Protein 2D Gel Electrophoresis Images Matching with Maximum Relation Spanning Tree, The 8 th Australian and New Zealand Intelligent Information Systems Conference, pp. 331-338, Sydney, Australia, December, 2003. (NSC92-2516-S-216-003)
D.T. Lin^*, C.C. Lei, and S. Y. Hsiung, An Efficient Method for Kidney Segmentation on Abdominal CT Images, The 8 th Australian and New Zealand Intelligent Information Systems Conference, pp. 75-82, Sydney, Australia, December, 2003. (NSC91-2213-E-216-007)
J.L. Kuo, D.T. Lin^*, E.C. Lin and S.Y. Huang, Image Analysis System for Protein Two Dimensional Gel Electrophoresis, 16th IPPR Conference on Computer Vision, Graphics, and Image Processing, pp. 139-146, Kimen, Taiwan, Aug. 2003. (NSC91-2516-S-216-001)
D.T. Lin^* and C.C. Huang, Image Back-light Compensation with Fuzzy C-Means Learning Algorithm and Fuzzy Inferencing, ISSPA2003, Paris, France, July, 2003. (NSC89-2815-C-216-011R-E)
D.T. Lin^* and C.R. Yan, Adaptive Rule Extraction and Refinement with Neural Network-Based Fuzzy System for Lung Nodules Detection on CT Images, CFSAT2002, A3 pp.13-18, Hsinchu, Taiwan, December, 2002.
D.T. Lin^* and C.R. Yan, Lung Nodules Identification Rules Extraction with Neural Fuzzy Networks,on ICONIP2002, Vol. 4, pp.2049-2053, Singapore, November, 2002.
C.R. Yan and D.T. Lin^*, Automatic Detection for Pulmonary Nodules on Computed Tomography Images, CVGIP2002, pp.273-279, Hsin chu, Taiwan, August, 2002.
M.C. Su, J.H. Guo, D.T. Lin^*, and G. C. Wang, New Compensation Algorithm for Color Backlight Images, IJCNN2002, pp. 1396-1400, Haiwaii, Aug. 2002.
C.R. Yan and D.T. Lin^*, Neural-Fuzzy Automatic Detection for Pulmonary Nodules on Computed Tomography Images, 2002 Symposium of Digital Life and Internet Technologies, pp. 74-78, Tainan, Taiwan, June, 2002.
D.T. Lin^* and C.C. Huang, New Technique for Digital Backlight Images Compensation, CVGIP2001, pp.96, PingDong, Taiwan, Aug. 2001. (NSC89-2815-C-216-011R-E)
D.T. Lin^* and C.F. Hsieh, Tile, Scale Invariant Human Face Detection System, CVGIP2001, pp.60, PingDong, Taiwan, Aug. 2001. (NSC90-2213-E-216-024)
D.T. Lin^* and C.H. Huang, Fast Silhouette Based Hand Gesture Feature Extraction Algorithm, ICME2001, 0-7695-1198-8/01, Tokyo, Japan, August, 2001
C.L. Chin and D.T. Lin^*, Automatic exposure images classification with fuzzy C-mans method, TAAI2000, pp.99-105, Taipei, Taiwan, Nov. 2000. (NSC89-2218-E-216-005)
D.T. Lin^* and M.Y. Hsu, Image based facial expression animation with FEAP rules, CVGIP2000, Vol. 1, pp.167-173, Taipei, Taiwan, Aug. 2000. (NSC89-2213-E216-016)
D.T. Lin^* and H.D. Wu, A novel image compression technology with multi-level linear polynomial transform coding and sorting process, CVGIP2000, Vol. 1, pp.137-144, Taipei, Taiwan, Aug. 2000.
D.T. Lin^* and Jam Chen, Facial Expressions Classification with Hierarchical Radial Basis Function Networks, International Conference on Neural Information Processing, pp.1202-1207, Perth, Australia, November 1999. (NSC 88-2213-E-216-010)
D.T. Lin^*, Facial Expressions Morphing and Animation with Local Warping Methods, in International Conference on Image Analysis and processing, pp.594-599, Vennis, Italy, September 1999. (NSC 88-2213-E-216-010)
D.T. Lin^*, M.Y. Hsu, S.H. Huang, August, Image-Based Facial Expression Animation with Parametric Warping Key-frames, CVGIP99, pp. 648--654, Taipei, Aug. 1999. (NSC87-2213-E-216-006)
D.T. Lin^*, Real-Time Two Hand Gestures Recognition System: Prototype for VR and Computer Music Conducting, ISC'98, pp.144-149, Tainan, Taiwan, Dec. 1998.
D.T. Lin^* and H. Huang, Facial Expression Morphing with Radial Basis Function Warping Technique, International Symposium on Multimedia Information Processing, Chung-Li, Taiwan, pp330--336, December 1998. (NSC86-2745-E-216-002)
D.T. Lin^*, Spatio-Temporal Hand Gesture Recognition Using Neural Network, International Joint Conference on Neural Network, pp. 1794-1798, Anchorage, Alaska, May 1998.
D.T. Lin^*, Toward Automatic Facial Recognition and Morphing, Computer Vision Workshop, Institute of Information Science, Academic Sinica, Taipei, Taiwan, May 1998.
D.T. Lin^* and I.L. Chen, Real-Time Gesture Recognition with Radial Basis Function Network, International Symposium on Multimedia Information Processing, pp 111—116, Dec. 1997.
D.T. Lin^*, Gesture Recognition for Virtual Reality Application, Workshop on Consumer Electronics: Digital Video and Multimedia, pp B4-1/1—5, Taipei, 1997.
D.T. Lin^*. Computer-Access Authentication with Neural Network Based Keystroke Identity Verification. In International Conference on Neural Network, pp. 174-178, Huston, USA, 1997.
D.T. Lin^*, Trajectories Discrimation: research and application with adaptive neural network, Annual Conference of Intelligent Computing Research Project, pp. C3-14—15, Hsinchu, Taiwan, 1997. (NSC-85-2213-E216-019)
D.T. Lin^*, T.S. Yang, Lung nodule detection system with principal component analysis, CVGIP97, pp. 7-14, Taichun, Taiwan, Aug. 1997.
D.T. Lin^*. Sampling Effects on Trajectory Production with Neural Network. In International Symposium Multi-Technology Information Processing, pages 505--509, Hsinchu, Taiwan, Republic of China, December, Dec. 16-18, 1996. (NSC-85-2213-E216-019)
D.T. Lin^*. Spatiotemporal function approximation and trajectory discrimination. In International Symposium on Artificial Neural Networks, pages B31--36, Hsin-Chu, Taiwan, Republic of China, December, Dec. 1995. (NSC-85-2213-E216-019)
D.T. Lin^*. Distortion-invariant pattern recognition with spatiotemporal neural network. In National Computer Symposium, pages 641--645, Chung-Li, Taiwan, Republic of China, December, 1995. (NSC-85-2213-E216-019)
D.T. Lin^* and J. E. Dayhoff. Can neural networks learn the dynamic systems with attractors? In SPIE 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, Applications and Science of Artificial Neural Networks, vol. 2492, pp. 238-445 Orlando, FL, April, 1995.
D.T. Lin^*, J. E. Dayhoff. Network unfolding algorithm and complexity analysis. In World Congress on Neural Networks, volumn2, pages 96-100, Washington D.C., 1995. INNS Press, New York.
J. E. Dayhoff, D.T. Lin^*, and P. A. Ligomenides. Neural Network Architectures and Prediction Applications. In Workshop of CADx in Medical Imaging, pages 3-4, Georgetown University Medical Center, July 1994, Washington D.C.
J. E. Dayhoff, D.T. Lin^*, and P. A. Ligomenides. Neural Networks for Biomedical Prediction Tasks. In World Congress on Neural Networks, volume1, pages 119-120,San Diego, CA, 1994. INNS Press, New York.
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. Prediction of chaotic time series and resolution of embedding dynamics with the ATNN. In World Congress on Neural Networks, volume2, pages 231-236, San Diego, CA, 1994. INNS Press, New York.
J. E. Dayhoff and D.T. Lin^*. Pattern recognition and generation in sensorimotor neural assemblies: Synaptic change and temporal dynamics. In 23rd Annual Meeting, Society for Neuroscience, Washington, D.C., November, 1993.
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. Adaptive time-delay neural network: Architecture and applications. In International Symposium on Artificial Neural Networks, pages A10-19, Hsin-Chu, Taiwan, Republic of China, December, 1993.
D.T. Lin^* P. A. Ligomenides, and J. E. Dayhoff. Spatiotemporal topology and temporal sequence identification with an adaptive time-delay neural network. In SPIE Intelligent Robots and Computer Vision XII: Algorithms and Techniques, volume 2055, pages 536-545, Boston, September, 1993.
D.T. Lin^*, P. A. Ligomenides, and J. E. Dayhoff. Learning spatiotemporal topology using an adaptive time-delay neural network. In World Congress on Neural Networks, volume1, pages 291-294, Portland, OR, 1993. INNS Press, New York.
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. Adaptive time-delay neural network for temporal correlation and prediction. In SPIE Intelligent Robots and Computer Vision XI: Biological, Neural Net, and 3-D Methods, volume 1826, pages 170-181, Boston, November, 1992.
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. Trajectory recognition with a time-delay neural network. In International Joint Conference on Neural Networks, volume 3, pages 197-202, Baltimore, 1992. IEEE, New York.

Technical Reports

林道通, 監視影像濃縮技術, 科學人電子報。
http://sa.ylib.com/saeasylearn/saeasylearnshow.asp?FDocNo=1682&CL=81
林道通, 多攝影機合作式多物件連續追蹤與資料融合之廣域監控系統 (I) (國科會 NSC99-2221-E-305-012-MY2), 2011
林道通, 監控系統移動事件濃縮紀錄與查詢之研發 (II) (國科會 NSC99-2622-E-305-001-CC3), 2011
林道通, 無縫隙多重距離多物件追蹤與嵌入式系統實作 (國科會 NSC98-2221-E-305-005), 2010
林道通, 監控系統移動事件濃縮紀錄與查詢之研發 (國科會 NSC98-2622-E-305-002-CC3), 2010
林道通, 以人為本之視訊監控：遠距離行人追蹤與行徑分析 (國科會 NSC96-2221-E-305-008-MY2), Oct. 2009
林道通, 智慧型視訊監控伺服器：整合與實作 (國科會 NSC97-2622-E-305-001-CC37), Oct, 2009
林道通, 以人為本之視訊監控：遠距離行人追蹤與行徑分析 (國科會 NSC96-2221-E-305-008-MY2), July, 2008
林道通, 可重置及嵌入式智慧型視訊監控系統雛型開發：使用 TI DM642 數位訊號處理器之實作計畫主持人 (國科會小產學計畫 NSC 96-2622-E-305-001-CC3), June, 2008
林道通, 智慧型監控系統之群眾偵測與分析 (國科會 NSC 95-2221-E-305 -006) 國科會計劃成果報告, Aug. 2007
林道通, 多功能智慧型安全監控應用軟體動態連結函式庫及客戶接受度檢測實驗室之建立 (NSC94-2622-E-305-001-CC3) 國科會計劃成果報告, May 2007
林道通, 蛋白質二維凝膠電泳影像處理進階研究：分析與大量自動比對 (II) (NSC94-2213-E-305-004) 國科會計劃成果報告, Aug. 2006
林道通, 多功能智慧型安全監控應用軟體動態連結函式庫及客戶接受度檢測實驗室之建立 (NSC 94-2622-E-305-001-CC3) 國科會計劃成果報告, May 2006
林道通, 蛋白質二維凝膠電泳影像處理進階研究：分析與大量自動比對 (I) (NSC93-2213-E-216-016) 國科會計劃成果報告, Aug. 2005
林道通, 超商收銀機檢核畫面摘要與智慧型監視系統 (NSC93-2622-E-216-001-CC3) 國科會計劃成果報告, May 2004
林道通, 類神經網路於腹部 CT 影像腎臟囊腫及腫瘤之切割與辨識 (II) (NSC91-2213-E-216-007) 國科會計劃成果報告, Oct. 2004
林道通, PHS 行動網頁即時期貨資訊系統 (92-2622-E-216-014-CC3), May, 2004
林道通, 類神經網路於腹部 CT 影像腎臟囊腫及腫瘤之切割與辨識 (I) (NSC91-2213-E-216-007) 國科會計劃成果報告, Oct. 2003
林道通, 模糊理論與類神經網路在數位影像曝光補償之應用 (2/2) (NSC90-2213-E-216-024) 國科會計劃成果報告, 2002
林道通, 模糊理論與類神機網路在數位影像曝光補償之應用 (1/2) (NSC90-2213-E-216-024) 國科會計劃成果報告, 2001
林道通, 數位影像逆光補償技術研(NSC89-2815-C-216-011R-E) 國科會計劃成果報告, 2001
林道通, 卡片設計專用軟體與 Printer Driver 開發, 工研院光電所委外計劃報告, 2000
林道通, 利用區域形變法製作以影像為主之臉部表情變化動態模擬 (NSC89-2213-E216-016), 2000
林道通, 利用區域形變法製作以影像為主之臉部表情變化動態模擬 (NSC89-2213-E216-016) 國科會計劃成果報告, 2000
林道通, 資料手套之手勢辨認技術研究 (88 S03-S20) 工研院光電所委外計劃報告, 1999
林道通, 類神經網路於生物測定認證技術及應用之研究－子計畫五：類神經網路於臉部表情雙向處理之研究：辨識與形變 (III) (NSC 88-2213-E-216-010) 國科會計劃成果報告, 1999
林道通, 類神經網路於生物測定認證技術及應用之研究－子計畫五：類神經網路於臉部表情雙向處理之研究：辨識與形變 (II) (NSC87-2213-E-216-006) 國科會計劃成果報告, 1998
林道通, 類神經網路於生物測定認證技術及應用之研究－子計畫五：類神經網路於臉部表情雙向處理之研究：辨識與形變 (I) (NSC86-2745-E-216-002) 國科會計劃成果報告, 1997
林道通, 互動音訊之人機介面研究 (G4-87026-F) 工研院電通所委外計劃報告, 1997
林道通, 軌跡識別：可調適性類神經網路之研究與應用 (NSC-85-2213-E216-019) 國科會計劃成果報告, 1996
D.T. Lin^*. Trajectory discrimination: Research and Application with Adaptive Neural Network. August, 1996
D.T. Lin^*and J. E. Dayhoff. Sampling rate effects on trajectory learning and production. Technical Report IRS-T R-95-7, Institute for Systems Research, University of Maryland, College Park, Md 20742, January 1995.
D.T. Lin^*and J. E. Dayhoff. Unfolding algorithm and universal spatiotemporal function approximation. Technical Report IRS-T R-95-6, Institute for Systems Research, University of Maryland, College Park, Md 20742, January 1995.
D.T. Lin^*. The adaptive time-delay neural network: characterization and applications to pattern recognition, prediction, and signal processing. Ph.D. Thesis, Electrical Engineering Department, University of Maryland, College Park, Md 20742, May 1994.
D.T. Lin^*, P. A. Ligomenides, and J. E. Dayhoff. Learning with the adaptive time-delay neural network. Technical Report IRS-TR-93-49, Institute for Systems Research, University of Maryland, College Park, Md 20742, May 1993.
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. Temporal neural network architecture with adaptive time delays. Technical Report EE-T R-93-009, Department of Electrical Engineering, University of Maryland, College Park, Md 20742, February 1993.
D.T. Lin^*, J. E. Dayhoff, and P. A. Ligomenides. A learning algorithm for adaptive time-delays in a temporal neural network. Technical Report SRC-TR-92-59, Systems Research Center, University of Maryland, College Park, Md 20742, May 15 1992.

專利發表
Patents

D.T. Lin^*and L.Y. Liu, Method of Detecting Moving Object U.S. Patent, US8126212, February 28th, 2012.
林道通^*、莊東翰, 以分層掃描法實現即時人數計數, 中華民國專利證書號: 發明第 I448990 號, Aug. 11th, 2014.
D.T. Lin^*and D.H. Jhuang, Real-Time people counting system using layer-scanning method, U.S. Patent, US9122908 B2, Sept. 1st, 2015.
林道通^*、簡剛民、吳炫陞,基於移動變化量之適應性區域局部迭代更新之背景建立方法, 中華民國專利證書號: I526988, March 11th, 2016.
林道通^*、吳冠宇、劉昌杰、林金霖、陳耿民, 影片事件處理方法, 中華民國專利證號:發明第 I534758 號, May 21st, 2016.
林道通*、吳佳蓁、張君揚、李宜珊, 影像處理方法及影像處理裝置, 中華民國專利證書號: I665638, July 11th, 2019--March 6th, 2038.
林道通*、詹博丞、林義堯, 移動物體偵測方法, 中華民國專利證書號: 發明第 I676152, Nov. 1st, 2019.
林道通*、劉兆翔，郭庭恩，王秉珅, 虛擬廣告置換方法及電子裝置, 中華民國專利證書號: I701642, August 11th, 2020.
帝瑪、林道通*、許恕維, 擴增實境物件顯示裝置及擴增實境物件顯示方法, 中華民國專利證書號: I740275, September 21st, 2021 -- November 18th, 2039.
劉文楷、曾裕勝、帝瑪、林道通, 三維邊界框重建方法、三維邊界框重建系統及非暫態電腦可讀取媒體, 中華民國專利證書號: I778756, September 21st, 2022 -- November 18th, 2040.
W.K. Liu, Y.S. Tseng, D. Matveichev, and D.T. Lin, 3D BOUNDING BOX RECONSTRUCTION METHOD, 3D BOUNDING BOX RECONSTRUCTION SYSTEM AND NON-TRANSITORY COMPUTER READABLE MEDIUM. U.S. Patent, US2023/0055783, February 23, 2023.
鍾欣佑、陳毓云、陳泰熒、張瓈元、林道通、池祥麟、戴敏育、曾瑞章、林偉賓、陳華偉，授信風險評估系統，中華民國專利證書號：M654639，專利權期間：自2024/04/21至2034/01/15止
Y.S. Tseng, D.T. Lin, and D. Matveichev, Image Synchronization System for Multiple Cameras and Method Thereof. U.S. Patent, US2024/0137662 A1, April 25, 2024.

研究計畫
Projects

8/2024-7/2024: 應用深度學習於輕度認知障礙失智症畫鐘測驗評估之實證研究 (II)
Evidence-based Study for Assessment of Mild Cognitive Impairment Dementia Clock-Drawing Test Using Deep Learning (II)
計畫主持人, PI (國科會 NSTC 113-2221-E-305-011)
6/2024-5/2025: 運用多模態預訓練模型及注意力可解釋性分析進行多樣態手寫請款憑證內容辨識
Versatile Hand Written Receipt Contents Recognition using Multimodal Pre-trained Model and Attention Explainability Analysis
計畫主持人, PI (國科會產學合作計畫 NSTC 113-2622-E-305-003)
5/2024-8/2024: 企金ESG評等雲端轉地端專案
Local System Transformation from Cloud-based System for Enterprise Finance ESG Rating
計畫主持人, PI (產學合作計畫)
6/2024-12/2024: 智慧城市大型語言模型代理人系統
Large Language Model Agent System for Smart City
計畫主持人, PI (產學合作計畫)
3/2024-2/2025: 人工智慧研究專業諮詢服務III
Consultation for AI Research III
計畫主持人, PI (產學合作計畫)
3/2024-12/2024: 數據科學專業諮詢服務
Consultation for Data Science
計畫主持人, PI (產學合作計畫)
1/2024-12/2024: 運用AI技術輔助交通事故撫慰金損害賠償請求：資料庫搜尋優化、額度預測機書狀生成(1/2)
Assistance of Traffic Accident Compensation Claims for Emotional Distress by Using AI Technology: Database Search Optimization, Compensation Amount Prediction, and Legal Document Generation
計畫共同主持人, Co-PI (國立臺北大學 113-NTPU_ORD-F-001)
1/2024-12/2024: ESG與永續績效－策略面、財務面與人工智慧面的跨域實踐 (1/2)
ESG and Sustainable Performance - Cross-field practices from strategic, financial, and artificial intelligence perspectives
計畫共同主持人, Co-PI (國立臺北大學 113-NTPU_ORD-F-005)
1/2024-12/2024: 永續授信自動化解決方案－ESG負向裁罰資料庫
共同主持人, Co-PI (產學合作計畫)
7/2023-12/2023: 「企金ESG評等系統升級服務」專案維護服務
共同主持人, Co-PI (產學合作計畫)
8/2023-7/2024: 建立智慧輔助科技失智照護中心進行實作與社會經濟影響評估(2/3)
共同主持人, Co-PI (國科會 NSTC 112-2627-M-038-001)
8/2023-7/2024: 應用深度學習於輕度認知障礙失智症畫鐘測驗評估之實證研究
Evidence-based Study for Assessment of Mild Cognitive Impairment Dementia Clock-Drawing Test Using Deep Learning
計畫主持人, PI (國科會 NSTC 112-2221-E-305-007)
7/2023-6/2024: 移動式攝影機行人移動意圖預測
Pedestrians Motion Intension Prediction for Mobile Camera
計畫主持人, PI (產學合作計畫)
6/2023-5/2024: 文件理解與少量樣本AI書寫風格生成技術於中文表單辨識之應用
Document Understanding and Few-Shot Handwriting Style AI Generation Technique for Chinese Form Character Recognition
計畫主持人, PI (國科會產學合作計畫 NSTC 112-2622-E-305-002)
3/2023-2/2024: AI人工智慧研究專業諮詢服務
Consultation for AI Research
計畫主持人, PI (產學合作計畫)
2/2023-12/2023: 數據科學專業諮詢服務
Consultation for Data Science
計畫主持人, PI (產學合作計畫)
9/2022-3/2024: 電腦視覺人工智慧於電感器產品瑕疵檢測 (Phase III)
AI and Computer Vision for Induction Product Defect Inspection (Phase III)
計畫主持人, PI (產學合作計畫)
8/2022-7/2023: 以透視轉換GPS座標與深度學習精進城市級多攝影機多目標追蹤車輛軌跡預測及行為辨識
Leveraging Vehicle Trajectory Prediction and Behavior Recognition for City Scale Multi-target Multi-camera Tracking System Using GPS Coordinates Perspective Transformation and Deep Learning
計畫主持人, PI (科技部 MOST 111-2221-E-305-008)
8/2022-7/2023: 建立智慧輔助科技失智照護中心進行實作與社會經濟影響評估(1/3)
共同計畫主持人, Co-PI (科技部 MOST 111-2627-M-038-001)
6/2022-5/2023: 廣角畫面多停車位同步偵測與辨識及深度學習邊緣運算之實作優化
Implementation and Optimization of Multiple Parking Spaces Concurrent Detection and Recognition for Wide-angle FoV Using Deep Learning and Edge Computing
計畫主持人, PI (科技部產學合作計畫 MOST 111-2622-E-305-002)
1/2022-12/2023: 深化企業永續－由人工智慧、財務與策略觀點打造企業永續績效計畫
Deepen Corporate Sustainability: Enhance the Performance of Corporate Sustainability from AI, Financial, and Strategic Perspectives
計畫共同主持人, Co-PI (國立臺北大學 111-NTPU_ORDA-F-001)
5/2022-11/2022: 深偽技術的社會影響與規範可行性之研究
Research on the Social Impact and Normative Feasibility of Deepfake Technology
計畫共同主持人, Co-PI (國立臺北大學)
3/2022-2/2023: AI人工智慧研究諮詢服務
Consultation for AI Research
計畫主持人, PI (產學合作計畫)
4/2022-9/2022: 政府審計資料中心推動方向
The Strategic Planning of Government Auditing Data Center
計畫主持人, PI (產學合作計畫)
5/2022-12/2022: 智慧交通監控車輛偵測及多路口追蹤
Intelligent Traffic Surveillance Vehicle Detection and Multiple Intersections Tracking
計畫主持人, PI (產學合作計畫)
6/2022-7/2022: 以相機視覺進行精密尺寸校正研究
Image Rectify/Calibration for High Resolution Camera
計畫主持人, PI (產學合作計畫)
1/2021-12/2021: 企業永續動機、價值攸關性與人工智慧於企業永續績效評比之應用
Corporate Sustainability: Motivations, Value Relevance, and the Application of AI in the Assessment
子計畫主持人, Co-PI (國立臺北大學 110-NTPU_ORDA-F-001)
6/2021-5/2022: 少量樣本學習與可解釋AI在智慧旅館自助報到機之多證件辨識應用
Applying Few-Shot Learning and Explainable AI to Multiple-ID Recognition for Smart Hotel Self Check-in Kiosk
計畫主持人, PI (科技部產學合作計畫 MOST 110-2622-E-305-001)
1/2021-12/2021: 異常車流行為預測與危險程度評估技術
Abnormal Vehicle Motion Behavior Prediction and Hazard Evaluation Technology
計畫主持人, PI (資策會產學合作計畫)
5/2021-10/2021: 變壓器產品外觀電腦視覺檢測
Transform Product Defect Surface Inspection with Computer Vision
計畫主持人, PI (產學合作計畫)
5/2021-7/2021: 影像自動縫合與光線校正技術開發
Automatic Images Stitching and Exposure Rectification Technology Development
計畫主持人, PI (產學合作計畫)
2/2021-1/2022: 電腦視覺人工智慧於電感器產品瑕疵檢測 (Phase II)
AI and Computer Vision for Induction Product Defect Inspection (Phase II)
計畫主持人, PI (產學合作計畫)
11/2020-1/2021: 電腦視覺人工智慧於電感器產品瑕疵檢測可行性評估先期研究
AI and Computer Vision for Induction Product Defect Inspection -- Feasibility Study and Early Research
計畫主持人, PI (產學合作計畫)
7/2020-2/2021: 應用自然語言處理與人工智慧技術於常用刑事類別判決預測與法條引用
大專生專題計畫指導教授 (MOST 109-2813-C-305-004-E)
1/2020-12/2020: 通用異常車流軌跡分析與辨識技術
Generic Analysis and Recognition Technology for Abnormal Vehicle Motion Trajectory
計畫主持人, PI (資策會產學合作計畫)
6/2020-5/2021: 應用轉移學習進行證件照片與真實人臉影像比對
Matching Document Photo ID and Life Face Image Using Transfer Learning
計畫主持人, PI (科技部產學合作計畫 109-2622-E-305-003 -CC3)
4/2020-10/2020: 人工智慧與自然語言處理於裁判書文本分析之應用-初期評估與先導研究
AI and NLP for Judgement Document Analysis -- Preliminary Study and Early Research
計畫主持人, PI (產學合作計畫)
1/2020-12/2020: 以人工智慧技術應用於醫療糾紛案件與健保大數據之實證研究
計畫總主持人, PI (國立臺北大學 109 NTPU_ORDA-F-002)
8/2019-7/2022: 創新整合式深度學習網路於圖形比對之關鍵技術研究
Innovative and Integrated Deep Learning Networks for Pattern Matching Core Technology Research
計畫主持人, PI (科技部 MOST 108-2221-E-305 -009 -MY3)
6/2019-11/2019: 產業AI化技術輔導--以發票文字辨識為例
計劃主持人, PI(金屬工業研究中心產業關懷計畫)
6/2019-5/2020: 深度學習應用於大角度傾斜車牌辨識
Deep Learning for Large-angle Tilting License Plate Recognition
計畫主持人, PI (科技部產學合作計畫 108-2622-E-305-003 -CC3)
5/2019-4/2020: 行控輔助系統之影像辨識
Image Recognition System for Computer-Aided Train Mobility Monitoring
計畫主持人, PI (產學合作計畫)
3/2019-11/2019: 產業升級創新平台輔導計畫–陶瓷創意造型瓶身之擴增實境呈現與立體精準定位設計計畫
計畫主持人, PI (科技部協助傳統產業技術開發計畫 MOST 108-2622-8-305-001)
4/2019-11/2019: 商貿代理資訊平台
Commercial Agency Information Platform for Business Trading
計畫主持人, PI (產學合作計畫)
10/2018-9/2019:前瞻技術產學合作計畫-三維通信網路技術及其在智慧校園之應用(III)
3DNET Technologies and Applications for Smart Campus (III)
計畫協同研究員, Co-Researcher, (MOST 107-2622-8-009 -020,科技部前瞻技術產學合作計畫)
8/2018-7/2019: 智慧辨識探針瑕疵檢測系統之先期研究與可行性評估
Intelligent Recognition and Inspection for Probe Needle Defection
計畫主持人, PI (產學合作計畫)
7/2018-2/2019: 即時運動賽事虛擬動態廣告系統
大專生專題計畫指導教授 (MOST 107-2813-C-305-044-E)
3/2018-11/2018: 產業升級創新平台輔導計畫–陶瓷產品文創加值擴增實境應用之簡易製作系統設計
計畫主持人, PI (科技部協助傳統產業技術開發計畫 107- 107-2622-8-305-001)
6/2018-5/2019: 應用零樣本深度學習技術於車輛計數與確認
Applying Zero-shot Deep Learning Technique for Vehicle Counting and Verification
計畫主持人, PI (科技部產學合作計畫 107-2622-E-305-003-CC3)
6/2018-5/2019: 寂天雲端數位學習平台 (III)
Cosmos Digital Learning Cloud Platform (III)
計畫主持人, PI (產學委託計畫)
6/2018-11/2018: 歪斜車牌辨識之定位與校正技術改進
計劃主持人, PI(金屬工業研究中心產業關懷計畫)
5/2018-6/2018: 智能列車動態偵測告警系統列車即時監控畫面影像辨識輔助系統先期研究案
SMARTS（Smart_Mobility_Alarm_Recognition_Train_System
計畫主持人, PI (產學委託計畫)
5/2018-6/2018: 軌道國產化展覽-列車即時監控畫面影像辨識輔助系統功能展示模擬版本開發案
計畫主持人, PI (產學委託計畫)
3/2018-12/2018: 藥事法專利連結配套法規之研究
計畫協同主持人, Co-PI (衛生福利部食品藥物管理署研究計畫)
3/2018-7/2018: 影像辨識計畫
計畫主持人, PI (產學委託計畫)
2/2018-7/2018:圖形自動辨識系統及擴增實境應用計畫
計畫主持人, PI (產學委託計畫)
12/2017-12/2017:自動收費系統控制單元技術優化研究案
計畫主持人, PI (產學委託計畫)
11/2017-12/2017:列車即時監控畫面影像辨識輔助系統先期研究案
計畫主持人, PI (產學委託計畫)
10/2017-9/2018:前瞻技術產學合作計畫-三維通信網路技術及其在智慧校園之應用(II)
3DNET Technologies and Applications for Smart Campus (II)
計畫協同研究員, Co-Researcher, (MOST 106-2622-8-009 -017,科技部前瞻技術產學合作計畫)
10/2017-11/2017:陶藝圖形電腦辨識及AR計畫
計畫主持人, PI (產學委託計畫)
7/2017-2/2018: Gotcha 筆記拍立得--- 輕鬆編輯屬於你的精美筆記！
大專生專題計畫指導教授 (科技部 106-2813-C-305-033-E)
8/2017-12/2017:藥事法建置專利連結制度相關子法規研議
計畫共同主持人, Co-PI, (衛生福利部食品藥物管理署研究計畫)
6/2017-5/2018: 3D人臉辨識之深度學習研究與停車場管理應用
3D Face Verification Deep Learning Research and Application for Vehicle Parking Management
計畫主持人, PI (科技部產學合作計畫 106-2622-E-305-003-CC3)
3/2017-12/2019: 因應未來城市發展之前瞻創新及躍進研究
A Study of Innovation and Catapult Research for the Future Cities Development
計畫共同主持人, Co-PI (國立臺北大學 106E19101)
2/2017-1/2018:電腦視覺監控產學研聯盟推動計畫 (2/3)
Promotion of Academic-Industrial Alliance of Computer Vision-based Visual Surveillanc
計畫共同主持人, Co-PI, (MOST 106-2622-8-009 -006 -TE2, 科技部產業技術聯盟合作計畫)
1/2017-12/2017: 寂天雲端數位學習平台 (II)
Cosmos Digital Learning Cloud Platform (II)
計畫主持人, PI (產學委託計畫)
10/2016-9/2017:前瞻技術產學合作計畫-三維通信網路技術及其在智慧校園之應用(I)
3DNET Technologies and Applications for Smart Campus (I)
計畫協同研究員, Co-Researcher, (MOST 105-2622-8-009 -010, 科技部前瞻技術產學合作計畫)
8/2016-7/2019:跨多攝影機網絡進行廣域監控之群組模型與群眾行為分析
Social Group Modeling and Crowd Behavior Analysis Acrossing Multi-Camera Networks for Wide Area Surveillance
計畫主持人, PI (科技部 MOST 105-2221-E-305 -006 -MY3)
7/2016-2/2017:相片自動分類與管理App：你是我的眼
App for Photo Automatic Classification and Management: You are my Eyes
大專生專題計畫指導教授, PI (科技部 105-2815-C-305-025-E)
6/2016-5/2017:改進立體視覺深度圖之比對準確度與停車場應用
Improving the Depth Map Stereo Matching Accuracy for Vehicle Parking Service
計畫主持人, PI (科技部產學合作計畫 105-2622-E-305 -001 -CC3)
5/2016-10/2016: 停車場車輛偵測技術改良:以電腦視覺取代線圈式來車偵測
Improving Parking Lot Vehicle Detection Technology: Using Computer Vision Method to Replace Magnetic Coil Sensing
計劃主持人, PI(金屬工業研究中心產業關懷計畫)
2/2016-1/2017:電腦視覺監控產學研聯盟推動計畫(1/3)
Promotion of Academic-Industrial Alliance of Computer Vision-based Visual Surveillanc
計畫共同主持人, Co-PI, (MOST 105-2622-8-009 -006 -TE2, 科技部產業技術聯盟合作計畫)
7/2015-6/2016:車輛環場多攝影機監控之嵌入式系統實作評估
Embedded System Implementation Evaluation for Vehicle Multi-Camera Around View Monitoring
計畫主持人, PI (產學合作計畫)
7/2015-6/2016:寂天雲端數位學習平台
Cosmos Digital Learning Cloud Platform
計畫主持人, PI (產學委託計畫)
9/2014-6/2015:SET ! 桌遊之人機互動電腦視覺智慧辨識
SET! A Human-Machine Interactive Table Game using Computer Vision and Intelligent Recognition Techniques
大專生專題計畫指導教授, PI (科技部 MOST 104-2815-C-305-016-E)
2/2013-1/2016:「電腦視覺監控產學研聯盟推動計畫」
顧問, (MOST 104-2218-E-009-001)
8/2014-7/2016:物件再辨識與海量事件資料關聯搜尋應用於移動式及固定式攝影機網路
Object Re-Identification and Event Big Data Association for Mobile/Static Camera Networks
計畫主持人, PI (科技部 MOST 103-2221-E-305-008-MY2)
8/2014-7/2016:開辦「網路與多媒體科技」產業研發碩士專班(第三屆)，協助亞東保全、瑞傳科技培育研發人才
計劃主持人, PI (教育部委託計畫)
6/2014-5/2015:高齡長者照護中心之視訊監控跌倒偵測系統 (II)
Video Surveillance for Fall Detection of Elderly in Healthcare House Environments (II)
計畫主持人, PI (科技部產學合作計畫 MOST 103-2622-E-305-001-CC)
3/2014-8/2014:產品資訊透明化多媒體整合服務系統
Product Information Disclosure and Multimedia Integrated Service System
計劃共同主持人, Co-PI (產學合作計畫)
9/2013-12/2013:雲端視訊融合暨跨攝影機關聯性分析報告
Cloud-based Video Synopsises and Cross-camera Association Analysis
計劃主持人, PI (產學委託計畫)
8/2013-7/2015:開辦「網路與多媒體科技」產業研發碩士專班(第二屆)，協助尚立股份有限公司、亞東保全、瑞傳科技培育研發人才
計劃主持人, PI (教育部委託計畫)
8/2013-7/2014:系統單晶片之智能監控技術移植
Intelligent Surveillance Technology Implementation on Single Chip System
計劃主持人, PI (產學合作計畫)
6/2013-5/2014:高齡長者照護中心之視訊監控跌倒偵測系統
Video Surveillance for Fall Detection of Elderly in Healthcare House Environments
計畫主持人, PI (國科會產學合作計畫 NSC 102-2622-E-305-001-CC3)
4/2013-1/2014:停車場事件偵測技術
Event Detection Technology for Parking Garage
計劃主持人, PI (產學合作計畫)
12/2012-6/2013:基於海量影片之視訊濃縮效能分析報告
Large Scale Video Based Efficiency Analysis using Video Condensation
計劃主持人, PI (產學合作計畫)
12/2012-11/2013:智慧型視訊監控系統
Intelligent Surveillance System
共同主持人, Co-PI (產學合作計畫)
12/2012-11/2013:背景學習與前景偵測技術
Background Model Learning and Foreground Detection Technology
共同主持人, Co-PI (產學技術移轉)
9/2012-8/2013:二維條碼辨識與影像處理(III)
2D Barcode Recognition and Image Processing (III)
計劃主持人, PI (產學合作計畫)
8/2012-7/2014:環場式全景多物件追蹤之車載行動監控系統
Panoramic View Multiple Object Tracking for On-Vehicle Mobile Surveillance System
計畫主持人, PI (國科會 101-2221-E-305-011-MY2)
8/2012-7/2014:開辦「網路與多媒體科技」產業研發碩士專班，協助崇越股份有限公司、律碁科技、瑞昇科技培育研發人才
計劃主持人, PI (教育部委託計畫)
6/2012-11/2012:停車場管理自動化與車牌辨識相關技術之提升
Parking Lot Management Automation and Licence Plate Recognition Technology Improvement
計劃主持人, PI(金屬工業研究中心產業關懷計畫)
6/2012-5/2013:視訊監控中控系統之階層式快捷播放器(II)
Hierarchical Smart Player for Video Surveillance Central Monitoring System(II)
計畫主持人, PI (國科會產學合作計畫 NSC 101-2622-E-305-001-CC3)
11/2011-12/2011:PTZ攝影機自動追蹤功能驗證測試
Automatic Tracking and Verification of PTZ Camera
計劃主持人, PI (產學合作計畫)
8/2011-7/2013: 開辦「資通科技」產業研發碩士專班，協助瑞傳股份有限公司、新眾科技、欣技科技培育研發人才
計劃主持人, PI (教育部委託計畫)
8/2011-7/2012:二維條碼辨識與影像處理(II)
2D Barcode Recognition and Image Processing (II)
計劃主持人, PI (產學合作計畫)
7/2011-12/2011:電腦視覺技術提升與產品開發
The Improvement of Computer Vision Technology and Product Development
(金屬工業研究中心產業關懷計畫)
6/2011-5/2012:視訊監控中控系統之階層式快捷播放器
Hierarchical Smart Player for Video Surveillance Central Monitoring System
計畫主持人, PI (國科會產學合作計畫 NSC 100-2622-E-305-001-CC3)
8/2010-7/2011:二維條碼辨識與影像處理
2D Barcode Recognition and Image Processing
計劃主持人, PI (產學合作計畫)
8/2010-7/2012:多攝影機合作式多物件連續追蹤與資料融合之廣域監控系統
Multi-camera Collaborative Multiple Objects Continuous Tracking and Data Fusion for Wide Area Surveillance System
計劃主持人, PI (國科會 NSC 99-2221-E-305 -012 -MY2)
7/2010-2/2011:信用卡交易離線手寫簽名辨識系統
Off-line Handwritten Signature Verification System for Credit Card Transaction
大專生專題計畫指導教授(國科會 NSC99-2815-C-305-007-E)
7/2010-12/2010:提升車牌辨識率與功能擴增
Improving License Plate Recognition and Capability
(金屬工業研究中心產業關懷計畫)
6/2010-5/2011:監控系統移動事件濃縮記錄與查詢之研發(II)
Developing Motion Event Synopsis and Retrieval for Video Surveillance System (II)
計畫主持人, PI (國科會產學合作計畫 NSC 99-2622-E-305-001-CC3)
6/2010-2/2011:Mega-Pixel視訊物件追蹤及分類(II)
Mega-Pixel Video based Object Tracking and Classification (II)
計畫主持人, PI (產學委託研究案)
8/2009-7/2010:無縫隙多重距離多物件追蹤與嵌入式系統實作
Seamless Multi-distance Mutiple Objects Tracking and Embedded System Implementation
計劃主持人, PI (國科會 NSC 98-2221-E-305 -005)
7/2009-6/2010:監控系統移動事件濃縮記錄與查詢之研發
Developing Motion Event Synopsis and Retrieval for Video Surveillance System (I)
計畫主持人, PI (國科會產學合作計畫 NSC 98-2622-E-305-002-CC3)
7/2009-2/2010:人車越道之監視系統設計
Street-Cross Safety Surveillance for Pedestrian and Vehicle
大專生專題計畫指導教授 (國科會 NSC98-2815-C-305-001-E)
7/2009-2/2010:人群中特定行人追蹤
Specific People Tracking in the Crowd
大專生專題計畫指導教授 (國科會 NSC98-2815-C-305-002-E)
6/2009-2/2010:Mega-Pixel 視訊物件追蹤及分類(I)
Mega-Pixel Video based Object Tracking and Classification (I)
計畫主持人, PI (產學委託研究案)
4/2009-11/2009:人群中追蹤之遮蔽問題研究
Occlusion Handling for Crowd Tracking
計畫主持人, PI (工研院研究案)
11/2008-11/2012:以視覺為基礎之智慧型環境的建構(II)
Construction of Vision-based Intelligent Environment (II)
分項計劃共同主持人, CO-PI (經濟部97EC17A02S1-032)
9/2008-3/2009:應用虛擬閘門演算法進行通行物件頻率分析
Applying Virtual-Gate Algorithm to Object Motion Frequency Analysis
計畫主持人, PI (工研院產學委託研究案)
8/2008-7/2009 : 智慧型視訊監控伺服器：整合與實作
Intelligent Video Surveillance Server: Integration and Implementation
計畫主持人, PI (國科會 NSC97-2622-E-305-001-CC37)
3/2008-8/2008 :影像式一維條碼辨識與DSP之實現
Image-based 1D Barcode Recognition and DSP Implementation
計畫主持人, PI (產學委託研究案)
11/2007-1/2008 :電腦視覺技術於嵌入式系統之評估
The Assessment of Computer Vision Technology Embedded System
計畫主持人, PI (先期技術移轉授權案)
8/2007-7/2009 : 以人為本之視訊監控：遠距離行人追蹤與行徑分析
Anthropocentric Video Surveillance: Pedestrian Tracking and Path Analysis at a Distance
計畫主持人, PI (國科會 NSC 96-2221-E-305-008-MY2)
5/2007-4/2008: 可重置及嵌入式智慧型視訊監控系統雛型開發：使用TI DM642數位訊號處理器之實作
Prototype Development of Reconfigurable and Embedded Intelligent Video Surveillance System Using TI DM642 DSP
計畫主持人, PI (國科會小產學計畫 NSC 96-2622-E-305 -001 -CC3)
8/2006-7/2007: 智慧型監控系統之群眾偵測與分析
Crowd Detection and Analysis for Intelligent Surveillance System
計畫主持人, PI (國科會 NSC 95-2221-E-305 -006)
5/2006-4/2007: 數位監控系統之H.264壓縮編碼於DM642處理器之實作與最佳化
Implementation and Optimization of H.264 Encoder Using DM642 Processor for Digital Video Surveillance
計畫主持人, PI (國科會小產學計畫 NSC 95-2622-E-305 -001 -CC3)
10/2005-4/2007: 以視覺為基礎之智慧型環境的建構四年計畫
Construction of Vision-based Intelligent Environment (I)
分項計畫共同主持人, CO-PI (經濟部 94EC17A02S1-032, 95EC17A02S1-032)
8/2005-7/2006: 蛋白質二維凝膠電泳影像處理進階研究:分析與大量自動比對 (II)
Advanced Research on Protein 2D Gel Electrophoresis Images: Analysis and Large Scale Matching without Landmarks (II)
計畫主持人, PI (國科會 NSC 94-2213-E-305-004)
5/2005-4/2006: 多功能智慧型安全監控應用軟體動態連結函式庫及客戶接受度檢測實驗室之建立
Multi-Functional Dynamic Lin Library for Intelligent Surveillance System and Construction of Customer Acceptance Lab
計畫主持人, PI (國科會小產學計畫 NSC 94-2622-E-305 -001 -CC3)
8/2004-7/2005: 蛋白質二維凝膠電泳影像處理進階研究:分析與大量自動比對(I)
Advanced Research on Protein 2D Gel Electrophoresis Images: Analysis and Large Scale Matching without Landmarks (I)
主持人, PI (國科會 NSC 93-2213-E-216-016)
8/2004-7/2005: 大學工程生物教育整合型研究計畫—永續生態工程學程(1/2)
A Collaboration Program of Engineering and Biology University Education Research – Green Ecology Engineering
共同主持人, CO-PI (93-2522-S-216-001)
5/2004-4/2005: 超商收銀機檢核畫面摘要與智慧型監視系統
Intelligent Surveillance System for Supermarket POS Key-frame Indexing
主持人, PI (國科會 NSC 93-2622-E-216-001-CC3)
1/2004-12/2004:大學基礎科學教育改進計畫
Fundamental Science University Education Enhancement Project
共同主持人, CO-PI
12/2003-7/2004:新世紀多媒體通訊技術與應用之研究
The Research of New Generation Multimedia Communication Technology and Applications
共同主持人, CO-PI (CHU-92-TR-001)
8/2003-7/2004: 類神經網路於腹部CT影像腎臟囊腫及腫瘤之切割與辨識(II)
Segmentation and Recognition of Renal Tumor and Cyst Using Artificial Neural Network on Abdominal CT Images (II)
計畫主持人, PI (國科會 NSC 92-2213-E216-014)
6/2003-5/2004: PHS行動網頁即時期貨資訊系統
PHS Mobile Web for Online Futures Contracts Information System
計畫主持人, PI (92-2622-E-216-014-CC3)
8/2002-7/2003: 類神經網路於腹部CT影像腎臟囊腫及腫瘤之切割與辨識(I)
Segmentation and Recognition of Renal Tumor and Cyst Using Artificial Neural Network on Abdominal CT Images (I)
計畫主持人, PI (國科會 NSC 91-2213-E216-007)
8/2002-7/2004: 高效能生物資訊系統之建構
Constructing High Performance Bioinformatics System
共同主持人, CO-PI
1/2002-12/2004: 豬繁殖力功能性基因組解析及生物晶片之研發與應用:熱帶豬學生物資訊中心之建置
Establishment of the Bioinformatics Center for Swine Research in Tropical Area
共同主持人, CO-PI (農委會 91AS-1.1.3-AD-U1)
10/2001-9/2004: 生物與資訊工程整合教育課程規劃及研究
Planning and Research of Bioinformatics Education Collaboration Program
共同主持人, CO-PI (國科會 NSC90-2511-S-216-002)
8/2001-7/2002: 模糊理論與類神經網路在數位影像曝光補償之應用(2/2)
Digital Image Exposure Compensation with Fuzzy Theory and Neural Network (2/2): Backlight Image Compensation
計畫主持人, PI (國科會 NSC-90-2213-E-216-007)
8/2000-7/2001: 模糊理論與類神經網路在數位影像曝光補償之應用(1/2)
Digital Image Exposure Compensation with Fuzzy Theory and Neural Network (1/2): Backlight Image Compensation
計畫主持人, PI (國科會 NSC-89-2218-E-216-005)
8/2000-7/2001: 數位影像逆光補償技術研究
Intelligent and Automatic Digital Image Exposure Compensation
計畫主持人, PI (國科會 NSC-89-2815-C-216-011R-E)
8/1999-7/2000: 臉部表情形變與動態模擬
Image-Based Facial Expression View Animation Using Local Morphology
計畫主持人, PI (國科會 NSC-89-2213-E-216-016)
7/1999-5/2000: 卡片專用軟體與彩色列印驅動程式製作
Post Card Color Printing Software and Driver Design
計畫主持人, PI (工研院光電所 89S19-K1)
7/1999-2/2000: 電漿平面顯示器呈像及色彩調變改善
Color Enhancement for Plasma Display Panel
計畫主持人, PI (國科會 NSC-89-2815-C-216-002E)
1/1999-12/2000: 電腦人工智慧診測早期肺癌系統研發與製造
Computer Intelligent Aided Diagnosis for Early Stage Lung Nodule System Research and Development
共同主持人, CO-PI (經濟部 1B890036)
8/1998-7/1999:神經網路於生物測定認證技術及應用之研究-子計畫五:類神經網路於臉部表情雙向處理之研究:辨識與形變(III)
Neural Network Biometrics Verification Technology and Application - Facial Expression Dual Processing: Recognition and Morphing (III)
計畫主持人, PI (國科會 NSC-88-2213-E-216-010)
6/1998-5/1999: 資料手套之手勢辨認技術研究
Research on Gesture Recognition Using Data Glove
計畫主持人, PI (工研院光電所 88S03-S2)
10/1997-6/1998: 電腦整合製造與測試
Computer Integration Manufacture and Testing
共同主持人, CO-PI (華邦電子)
8/1997-7/1998:神經網路於生物測定認證技術及應用之研究-子計畫五:類神經網路於臉部表情雙向處理之研究:辨識與形變(II)
Neural Network Biometrics Verification Technology and Application - Facial Expression Dual Processing: Recognition and Morphing (II)
計畫主持人, PI (國科會 NSC-87-2213-E-216-006)
6/1997-5/1998: 互動音訊之人機介面研究
Human-Computer Interaction Research for Interactive Audio
計畫主持人, PI (工研院光電所 G4-87026-F)
8/1996-7/1997:神經網路於生物測定認證技術及應用之研究-子計畫五:類神經網路於臉部表情雙向處理之研究:辨識與形變(I)
Neural Network Biometrics Verification Technology and Application - Facial Expression Dual Processing: Recognition and Morphing (I)
計畫主持人, PI (國科會 NSC-86-2745-E-216-002)
8/1996-7/1997: 教育部通訊科技改進計畫
Enhancing Communication Technology Education Program
共同主持人, CO-PI (台85顧字第85514085號)
8/1995-7/1996: 軌跡識別:可調適性類神經網路之研究與應用
Trajectories Discrimination: Research and Application with Adaptive Neural Network
計畫主持人, PI (國科會 NSC-85-2213-E216-019)

技術轉移
Technology Licensing

應用轉移學習進行證件照片與真實人臉影像比對, 授權期間：6/2020-5/2023
Matching Document Photo ID and Life Face Image Using Transfer Learning
深度學習應用於大角度傾斜車牌辨識, 授權期間：6/2019-5/2022
Deep Learning for Large-angle Tilting License Plate Recognition
應用零樣本深度學習技術於車輛計數與確認, 授權期間：6/2018-5/2021
Applying Zero-shot Deep Learning Technique for Vehicle Counting and Verification
3D人臉辨識之深度學習研究與停車場管理應用, 授權期間：6/2017-5/2020
3D Face Verification Deep Learning Research and Application for Vehicle Parking Management
改進立體視覺深度圖之比對準確度與停車場應用, 授權期間：6/2016-5/2019
Improving the Depth Map Stereo Matching Accuracy for Vehicle Parking Service
移動物體偵測技術 , 授權期間 : 3/2015
Method of Detecting Moving Object
高齡長者照護中心之視訊監控跌倒偵測系統 (II), 授權期間 : 6/2014-5/2017
Video Surveillance for Fall Detection of Elderly in Healthcare House Environments (II)
高齡長者照護中心之視訊監控跌倒偵測系統, 授權期間 : 6/2013-5/2016
Video Surveillance for Fall Detection of Elderly in Healthcare House Environments
背景學習與前景偵測技術 , 授權期間 : 12/2012--11/2013
Background Modeling and Foreground Detection Technique
視訊監控中控系統之階層式快捷播放器(II), 授權期間 : 6/2012-5/2015
Hierarchical Smart Player for Video Surveillance Central Monitoring System
電腦視覺移動物追蹤技術 , 授權期間 : 9/2011-8/2014
Moving Object Tracking using Computer Vision Technology
視訊監控中控系統之階層式快捷播放器 , 授權期間 : 6/2011-5/2014
Hierarchical Smart Player for Video Surveillance Central Monitoring System
監控系統移動事件濃縮記錄與查詢之研發(II) , 授權期間 : 6/2010-5/2013
Developing Motion Event Synopsis and Retrieval for Video Surveillance System (II)
無背景模式移動物體偵測技術 , 授權期間 : 6/2010
Non-background Model based Moving Object Detection
遠距離行人偵測與追蹤 , 授權期間 : 6/2009
Anthropocentric Video Surveillance: Pedestrian Tracking and Path Analysis at a Distance
監控系統移動事件濃縮記錄與查詢之研發，授權期間7/2009-6/2012
Developing Motion Event Synopsis and Retrieval for Video Surveillance System
智慧型監控伺服器 : 整合與實作 , 授權期間 : 8/2008-7/2011
可重置及嵌入式智慧型視訊監控系統雛型開發 : 使用 TI DM642 數位訊號處理器之實作 , 授權期間:5/2007-4/2010
Prototype Development of Reconfigurable and Embedded Intelligent Video Surveillance System Using TI DM642 DSP
H.264 壓縮編碼於 DM642 處理器之實作與最佳化 , 授權期間 : 5/2006-4/2009
Implementation and Optimization of H.264 Encoder Using DM642 Processor
多功能智慧型安全監控應用軟體動態連結函式庫 , 授權期間 : 5/2005-4/2008
Multi-Functional Dynamic Lin Library for Intelligent Surveillance System
收銀機檢核畫面摘要與監視系統之整合 , 授權期間 : 5/2004-4/2007
Intelligent Surveillance System for Supermarket POS Key-frame Indexing
PHS 行動網頁即時期貨資訊系統 , 授權期間 : 5/2003-4/2006
PHS Mobile Web for Online Futures Contracts Information System

獲獎殊榮
Honors

國立臺北大學105年度學術研究獎助
國科會八十四年度甲種研究獎勵 NSC85-2813-C216-001-016
國科會八十五年度甲種研究獎勵 NSC86-2813-C216-001-006
國科會八十七年度甲種研究獎勵 NSC88-2813-C216-001-010
八十九年二月至九十年一月協助德亞科技股份有限公司榮獲經濟部中小企業處SBIR先期研究計劃「電腦人工智慧診測早期肺癌系統研發與製造」
九十年三月至九十一年二月協助我為你網際通訊股份有限公司榮獲經濟部中小企業處SBIR先期研究計劃「整合式個人網際通訊行動網台之開發」
The Marquis Who’s Who in Science and Engineering, 1998/1999
中華大學八十九學年度第一學期教學優良教師
中華大學八十九學年度第二學期教學優良教師
中華大學九十學年度第一學期教學優良教師
中華大學九十學年度優良導師
中華大學九十一學年度第一學期教學優良教師
九十年榮獲教育部九十年度校園軟體創作競賽佳作獎
榮獲教育部九十一年度全國大專院校學務工作網站建置二等獎
中華大學九十二學年度第一學期優良導師
中華大學九十二學年度第二學期教學優良教師
中華大學九十二學年度第二學期教學優良導師
九十二年指導中小學科展榮獲生活應用組新竹市第二名
九十三年指導教育部全國科展榮獲生活應用組全國第一名
九十四年指導台灣國際科展榮獲工程組佳作
九十五年教育部資深優良教師獎
Honorable Mention of the 2005 Annual Best Paper Award, Journal of Information Science and Engineering
國立臺北大學九十四學年度教學評鑑優良教師
國立臺北大學九十五學年度教學評鑑優良教師
教育部九十六學年度全國大學校院嵌入式系統設計競賽佳作及產學應用獎
2008年亞洲區DSP暨嵌入式系統應用競賽台灣區競賽佳作
2008年嵌入式系統暨微控制器應用專題創意競賽佳作
ACM程式競賽亞洲臺北區佳作
教育部九十七學年度全國大學校院嵌入式系統設計競賽佳作
國立臺北大學九十七學年度績優導師
國立臺北大學98年度學術研究獎助
教育部九十八學年度全國大學校院網路通訊軟體與創意應用競賽手機應用組第三名
國立臺北大學九十九學年度第二學期教師創新教材與教法獎勵
國立臺北大學99年度學術研究獎助
國立臺北大學九十九學年度電機資訊學院研究傑出獎
九十九年度國科會補助大專校院獎勵特殊優秀人才
2011年微軟潛能創意盃台灣區總決賽軟體設計組冠軍
教育部九十九學年度全國大學校院嵌入式系統設計競賽「設計完整獎」
國立臺北大學100年度學術研究獎助
一○一年度國科會補助大專校院獎勵特殊優秀人才
國科會101年度知識應用型產學計畫電資通訊領域產學成果傑出獎
國立臺北大學101年度學術研究獎助
國立臺北大學101年度產學合作績優獎勵特優獎
榮獲 Best Paper Award of 2013 IADIS International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing
科專整合型計畫「以視覺為基礎之智慧型環境的建構4年計畫」獲選102年經濟部技術科專績優計畫，並推薦為「第3屆國家產業創新獎（團隊類）年度科專楷模獎」獎項。
榮獲經濟部技術處103年度小型企業創新研發計畫(SBIR)資通領域主審委員。
103年度國科會工程處智慧計算學門計畫複審委員。
榮獲 Best Paper Award of 2014 International Conference on Platform Technology and Service。
榮獲國科會工程處資訊學門智慧計算學門專題計畫複審委員。
科專整合型計畫「以視覺為基礎之智慧型環境的建構4年計畫」獲選102年經濟部技術科專績優計畫，並榮獲「第3屆國家產業創新獎（團隊類）年度科專楷模獎」獎項。
榮獲經濟部技術處104年度小型企業創新研發計畫(SBIR)資通領域審查委員。
104年度科技部工程技術研究發展思智慧計算學門複審委員。
國立臺北大學102年度學術研究獎助。
臺北國際發明展暨創新競賽評審 (2013, 2014, 2015)
104年八月榮獲中華民國影像處理與圖形識別學會「第二屆IPPR技術創新暨產業應用競賽」佳作獎
104年度科技部補助大專校院獎勵特殊優秀人才
國立臺北大學104年度產學合作績優獎勵特優獎
2016教育部智慧電子整合性人才培育計畫－4C電子聯盟課程專題達人會暨全程成果發表會，榮獲3D多媒體系統平台組特優獎。
106年iStuMate創創黑客松-IoT智慧生活組特別獎
教育部2018年全國大專院校軟體創作競賽”榮獲智慧感知與互動多媒體組銀牌
國立臺北大學107年度績優導師
107年度科技部補助大專校院獎勵特殊優秀人才
國立臺北大學107年度產學合作績優獎勵特優獎
教育部2019年全國大專院校軟體創作競賽，榮獲智慧感知與互動多媒體組金牌
中華民國影像處理與圖形識別學會第十二屆碩士論文佳作獎（碩士生李孟蓉）
榮獲 Best Paper Award of 2019 International Conference on Systems, Man, and Cybernetics
榮獲 Best Scholar of The 6th IEEE & 7th The International Conference on Science, Education, and Viable Engineering (ICSEVEN 2020).
榮獲 Award of Academic Achivements, The 7th IEEE & 8th The International Conference on Science, Education, and Viable Engineering (ICSEVEN 2021).
國立臺北大學110年度產學合作績優獎勵特優獎
國立臺北大學108, 109, 110年度學術研究獎助
110年度科技部補助大專校院獎勵特殊優秀人才
國立臺北大學110年度教學優良教師獎勵
2021全國大專院校產學創新實作競賽佳作
國立臺北大學111年度學術研究獎助
國立臺北大學111年度教學優良教師獎勵
榮獲全球排名2%頂尖科學家（2022 World’s Top 2% Scientists, 美國史丹佛大學「終身科學影響力排行榜」)
iCREATe 2023國際研討會全球學生創新討戰賽(gSIC)，榮獲科技組佳作
Lifetime achievement Award 2023, International Research Awards on Information and Computer Applications, ScienceFather
榮獲全球排名2%頂尖科學家（2023 World’s Top 2% Scientists, 美國史丹佛大學「終身科學影響力排行榜」)
榮獲「2023第28屆大專校院資訊應用服務創新競賽」產學合作組(三)第一名，及資安創新技術組第一名
榮獲國科會工程處112年度「產學合作計畫成果發表暨績效考評會」電子資通領域海報組特優獎

學術活動
Academic Activities

Journal Review(期刊審查)

Editorial Board of International Journal of Computer & Software Engineering
IEEE Transaction on Image Processing. (SCI)
IEEE Transaction on Circuits and Systems for Video Technology. (SCI)
IEEE Transaction on Information Technology in Biomedicine. (SCI)
IEEE Transactions on Medical Imaging. (SCI)
IEEE Transactions on Neural Networks. (SCI)
IEEE Transactions on Multimedia Systems. (SCI)
IEEE Transactions on Information Forensics and Security. (SCI)
IEEE Signal Processing Letters. (SCI)
Pattern Recognition Symmetry. (SCI)
Journal of Visual Communication and Image Representation. (SCI)
IET Intelligent Transport Systems. (SCI)
Journal of Information Science and Engineering. (SCI)
International Journal of Fuzzy System. (SCI)
Journal of the Chinese Institute of Electrical Engineering. (SCI)
Machine Vision and Applications Journal. (SCI)
Information Processing Letters. (SCI)
International Journal of Computers and Applications. (SCI)
Imaging Science Journal. (SCI)
Integrated Computer-Aided Engineering. (SCI)
Signal Processing: Image Communication. (SCI)
Multidimensional Systems and Signal Processing, 2010 (EI)
International Journal of Image Processing, 2010 (EI)
Journal of Intelligent Information System. (EI)
Journal of TanKang Science and Engineering. (EI)
Editor in Chief, Chung-Hua Journal of Science and Engineering.

Conference Services

Session Chair, International Symposium on Multimedia Information Processing, December 1997
Session Chair, IEEE World Congress on Computational Intelligence, Alaska, USA, May 1998
Program Committee & Session Chair, International Conference on Multimedia Information Processing, December 1999
Session Chair, Conference on Visual Graphics and Image Processing, Taipei, Taiwan, August 2000
Session Chair, Conference on Visual Graphics and Image Processing, Hsinchu, Taiwan, August 2002
Session Chair, National Conference of Fuzzy Theory and Its Applications, Hsinchu, Taiwan, November 2002
Session Chair, International Conference on Neural Information Processing, Istanburg, Turkey, July 2003
Session Chair, IASTED International Conference on Signal and Image Processing, Hawaii, USA, August 2004
Session Chair, International Conference on Neuron Information Processing, Taipei, Taiwan, November 2005.
Program Committee , The 2006 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC2006)
Program Committee , The 11th International Conference on Fuzzy Theory and Technology (FTT 2006)
Program Committee , The 2006 IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing
Program Committee , The 2007 Conference of Taiwan Association of Artificial Intelligent
Program Committee, The 10th Joint Conference on Information Science, Salt Lake City, July, 2007
Program Committee , The 2007 IEEE International Conference on Intelligent Information Hiding and Multimedia Signal Processing
Program Committee, 12th International Conference on Fuzzy Theory and Technology, 2007
Program Committee, 2007 IEEE International Conference on Systems, Man and Cybernetics (SMC 2007)
Program Committee and Session Chair, 2008 Computer Vision, Graphics and Image Processing Conference
Program Committee National Computer Symposium, 2007
Program Committee, The 5th International Conference on Ubiquitous Intelligence and Computing, Norway, 2008
Program Committee, Committee Conference of Taiwan Association of Artificial Intelligence, 2008
Technical Committee (Track 1), International Conference of Patten Recognition, 2008
Special Session Chair, CVGIP 2008
Program Committee, MCCIS 2008 IADIS Multi Conference on Computer Science and Information Systems.
Program Committee, SMC 2008
Program Committee, JCIS 2008 (The 11th Joint Conference on Information Science)
Program Committee IIBM 2009 (International Workshop on Intelligent Informatics in Biology and Medicine )
Program Committee, CISIS 2009
Program Committee, MUE09, the 3rd International Conference on Multimedia and Ubiquitous Engineering
Program Committee, CGVCVIP 2009
Program Committee, Program Committee, SSDU 2009
Technical Reviewer, IEA/AIE 2009
Technical Program Committee, UTC2010
Program Committee, IMAGAPP2010
Program Committee, IIBM2010
Program Committee, CVGIP2010
Program Committee, TAAI2010
Program Committee, IASDA2010
Program Committee, FUZZY2010
Program Committee, IMAGAPP2011
Program Committee, IASDA2011
Program Committee, ICA 2011
Program Committee, IEEE ICISE 2011
Program Committee, IJCNN2011
International Program Committee, VISAPP2012
Technical Program Committees, CIA 2012 (Third International Workshop on Computer Image and its Applications)
Program Committee, 2012 International Conference On Fuzzy Theory and Its Applications (iFUZZY2012)
Program Committee, IBICA2012
Program Committee, IWIMCC2012
Program Committee, The 7th FTRA International Conference on multimedia and biquitous Engineering (MUE2013)
Fourth International Workshop on Computer Image and its Applications, 2014
Int’l Symposium on Frontier and Innovation in Future Computing and Communications, 2014
Sixth International Conferences on Pervasive Patterns and Applications, 2014
IEEE International Conference on Pattern Recognition, 2014 (ICPR2014)
Program Committee, 2014 International Workshop on Advanced Multimedia Computing (AMC-14)
Program Committee, International Conference on Neural Computation Theory and Applications - NCTA 2014
International Program Committee, VISAPP2015
International Program Committee of NCTA 2015
Program Committee of HUMA 2015
Program Committee of COMPSAC 2015
Program Committee of MUE 2015
Program Committee, MSME2015
International Program Committee, VISAPP2016
Program Committee of CSA-15
Program Committee, Global IT 2016
Program Committee of MUE 2016
Technical Program Committee of AEST2016
Technical Program Committee of iFuzzy 2016
International Program Committee, VISAPP2017
International Program Committee, ICEIT2027
International Program Committee, VISAPP2018
Technical Program Committee of AICE2018
International Program Committee, VISUAL2018
Steering Committee of ICSSE 2018
Program Committee, MUE 2018
Program Committee, GlobalIT 2018
International Program Committee, VISAPP2018
Program Committee, MUE 2018

Other Academic Services

IEEE Senior Member
Governing Board, Asia-Pacific Neural Networks Assembly
中華民國影像處理與圖形辨識學會會員
中華民國人工智慧學會會員
國科會"科技發展政策報導"期刊，特約論文摘要撰寫員，1995 － 1997
96年，電信特考試務委員
97年，勞委會職訓局就業學程計畫審查委員
97年至今，科學園區人才培育計畫訪視委員
99年至今，臺北市研考會計畫審查委員
99年至今，國立編譯館技職教科書審查委員
國立臺南大學100年度單位網頁評鑑委員

公益服務

交通大學校友會大華府地區分會總幹事 August 1993 － February 1995
馬里蘭大學校長訪華團助理 (應教育部之邀, January 1993)
馬里蘭大學中國同學會副會長 April 1992 － March 1993
馬里蘭大學中國同學會會長 April 1993 － March 1994
新竹市政府計劃室資訊顧問 September 1998 － November 1998
新竹市東區設校委員會委員 August 2000 － July 2001
新竹市家長聯合會監事 January 2000 － December 2003
新竹市立愛樂管絃樂團總幹事 December 1998 － present
新北市北大特區發展策進會理事
新北市桃子腳完全中小學弦樂團家長會會長

課程教材
Courses

課程	課程綱要	講義	成績查詢	備註
Microelectronic Circuits I	Syllabus	Chapter 1 Chapter 2 Chapter 3 Chapter 5 Review 1 Review 2 Review 3 Review 4 Review 5	(96上)	Pspice_I Pspice_II Pspice_III Pspice_IV
Microelectronic Circuits II	Syllabus	Chapter 4 Chapter 6 Chapter 9 Chapter 10 Chapter 11	(94下) (96下)
Microelectronic Circuits Lab	Syllabus	Exp. 1 Exp. 2 Exp. 3 Exp. 4 Exp. 5 Exp. 6 Exp. 7 Exp. 8 Exp. 8表格 Exp. 9 Exp. 10 Exp. 11 Exp. 12 Exp. 13 Exp. 14	(94下) (96下) (97下)	電容介紹
Linear Algebra	Syllabus	Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6	(95上) (96上) (97上) (98上) (99上) (100上) (101上)
Artificial Neural Networks	Syllabus	NN1 NN2-1 NN2-2 NN3 NN4 NN5 NN6 NN7 NN8 NN9 NN10 NN11 NN12 NN13 NN14 NN15	(95下) (96下) (97下) (99下) (100下)
Fuzzy Theory and Applications	Syllabus	Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6 Chapter 7	(94下)
Digital Image Processing	Syllabus	Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6 Chapter 7 Chapter 8 Chapter 9 Chapter 10 Chapter 11 Chapter 12	(95上) (97上) (98上) (99上) (100上) (101上)	(DIP_102_1) (DIP_102_2)
Multimedia Techinques and Applications	Syllabus	Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6 Photoshop Flash 3D-Max MediaStudio lecture3_stereo-image-English 簡報軟體介紹 104年01-攝影基本實務與教學 104年02-OpenCV程式教學 104年03-Adobe PhotoShop 104年04-Adobe Lightroom 104年05-Autodesk 3dmax 104年06-Adobe Premiere 105年07-WebGL 105年08-OpenCV程式教學(03/28) 105年09-OpenCV程式教學(05/16) unity教學 unity註冊安裝	(95下) (99下) (100下) (101下)	評分要點歷年作品
Computer Vision	Syllabus	Chapter 1 Chapter 4 Chapter 5 Chapter 6 Chapter 8 Chapter 9 Chapter 10 Chapter 14 Chapter 19	(101下)	101 Video Program Lesson Blur video code
職場軟實力	Syllabus	1.英文簡報技巧 2.臺北大學畢業生調查分享 3.臺北大學畢業生之雇主滿意度調查分析報告
Artificial Neural Networks and Deep Learning	Syllabus	Lecture 1 Lecture 2 Lecture 3 Lecture 4 Lecture 5 Lecture 6 Lecture 7
Introduction to Computer Science	Syllabus	Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6 Chapter 8 Chapter 10 Chapter 11 Chapter 15

歷屆畢業碩士論文
Graduate Students Thesis

畢業時間	姓名	題目
1997	陳義朗	使用類神經網路製作空間性與時間性的手勢辨識系統與應用
		Neural Network Technology for Spatial - Temporal based Gesture Recognition and Application
1997	楊則森	主要元素分析法在醫學影像上肺部腫瘤偵測的應用
		Lung Nodule Detection System with Principal Component Analysis
1998	張壯年	智慧型手勢辨認系統
		Intelligent Hand Gesture Recognition System
1999	陳銘菘	以主要元素分析法進行臉部表情分類
		Categorizing Facial Expressions by Using Principal Component Analysis
1999	黃士航	區域變形法則在臉部表情形變之研究
		Expressions Morphing with Local Warping Methods
2000	除美玉	利用區域形變法製作以影像為主之臉部表情變化動態模擬
		Image-Based Facial Expression View Animation Using Local Morphology
2000	秦群立	智慧型數位影像自動曝光補償系統
		Intelligent and Automatic Digital Image Exposure Compensation System
2000	吳宏德	多項式轉換影像壓縮技術
		Lossy Image Compression with Polynomial Transformation Coding
2001	謝昌甫	人臉偵測系統
		Human Face Detection System
2001	黃嘉慶	逆光影像補償新技術
		New Technique for Digital Backlight Images Compensation
2001	黃朝暉	利用手部輪廓之手勢辨認系統
		Silhouette-Based Hand Gesture Recognition System
2002	嚴崇仁	斷層掃描影像上自動化肺部腫瘤偵測之研究
		Automatic Detection for Pulmonary Nodules on Computed Tomgraph Images
2003	雷仲箎	高效率的腎臟切割方法於腹部電腦斷層影像之研究
		An Efficient Method for Kidney Segmentation on Abdominal CT Images
2003	郭俊麟	二維蛋白質電泳膠片影像分析系統
		Image Analysis System for Protein Two Dimensional Gel Electrophoresis
2003	陳盈全	改進 Smith-Waterman 演算法處理序列比對
		Sequence Alignment With An Improved Smith-Waterman Algorithm
2003	楊蟬銘	即時人臉及眼睛偵測
		A Real-Time Vision-Based Face and Eyes Detection System
2004	劉明如	應用於自動提款機之即時臉部遮蔽物偵測系統
		Real Time Facial Occlusion Detection for Automated Teller Machine Surveillance
2004	黃凱賢	利用移動向量之易碎浮水印應用於 MPEG-4 視訊編碼系統
		Fragile Watermarking Using Motion Vector in MPEG-4 Compressed Video
2005	蔡建材	自動車牌辨識系統
		Automatic License Plate Recognition System
2006	李訓忠	智慧型監控系統 : 滯留物偵測與行人計數
		Intelligent Surveillance System for Halt Detection and People Counting
2007	潘德城	結合整體特徵與局部紋理特徵進行人臉表情識別
		Integrating Global Feature and Local Texture Feature for Facial Expression Recognition
2007	黃暉舜	應用 DM642 數位訊號處理器進行 H.264/AVC 編碼器的實作與優化
		The Implementation and Optimization of H.264/AVC Baseline Encoder on TI DM642 DSP Processor
2008	黃巧妏	使用多重特徵模式進行人類臉部表情辨識
		Human Facial Expression Recognition with Multi-Feature Model
2008	廖冠智	使用模糊 C-Means 分類法進行壓縮視訊之易碎式浮水印嵌入
		Fragile Watermark Embedding for Compressed Video using Adaptive Fuzzy C-Means Clustering
2008	劉力瑋	多種距離之物件追蹤與人形計數
		Object Tracking and People Counting at Multiple Distances
2008	楊中瑜	應用 DM642 數位信號處理器進行 H.264/AVC 編碼器之優化與降低複雜度
		The Optimization and Complexity Reduction of H.264/AVC Baseline Encoder Using TI DM642 Digital Signal Processor
2009	黃凱勇	多種鏡頭之物件追蹤
		Object Tracking of Multiple Cameras
2009	林民爵	自然場景視訊文字定位與數位訊號處理器之實作
		Finding Text on Natural Scene Video and DSP Implementation
2009	徐志慧	SIFT影像比對效率與準確度之提升
		Improving Efficiency and Accuracy for SIFT Image Matching
2010	高義舜	無建背景模式即時物件向量偵測於DSP實作及人行計數之應用
		Real-Time Non-Background Motion-Based Object Detection in DSP Impolementation and Application for People Counting
2010	張雁翔	遮蔽狀況下的行人追蹤採用卡曼濾波器和粒子濾波器
		Occluded Pedestrian Tracking using Collaboration of Kalman Filter and Particle Filter
2011	陳昱廷	智慧型人車越道安全監視系統
		Pedestrian and Vehicle Classication Surveillance System for Street-Crossing Safety
2012	林金霖	影像式多重類別條碼自動定位
		Image-based Multi-symbology Barcode Automatic Localization
2012	吳冠宇	使用多攝影機進行廣域的長程物件追蹤
		Wide Area Object Tracking using Multiple Cameras
2012	劉昌杰	高效率的影片濃縮與影片物件搜尋系統
		High Efficiency Video Condensing and Video Object Searching System
2012	吳忠翰	主動式監控攝影機破壞偵測以及物件追蹤實現於Android平台
		Active Tampering Detection and Objects Tracking of Surveillance Camera and Implementation on Android Platform
2013	陳彥東	基於Adaboost 演算法與對稱檢測的車輛偵測方法
		Vehicle Detection Based on Adaboost Algorithm and Symmetry Justification
2013	陳建霖	智慧型影像監控老人跌倒偵測
		Intelligent Video Surveillance for Elderly Fall Detection
2013	許晉豪	基於超像素追蹤的十字路口車輛軌跡分析
		Crossroad Vehicle Trajectory Analysis Using Superpixel Tracking
2014	吳炫陞	適應於區域迭代移動量變化之局部背景更新方法
		Adaptive Iterative Updating Method for Background Modeling based on Local Area Motion Variation
2014	黃錡	基於邊緣資訊與幀差建立一個強健的移動物件偵測方法
		Robust Detection for Moving Objects based on Edge Information and Frame Differences
2014	李晧	使用多魚眼攝影機建立環場監控影像
		Building Around Video Monitoring System using Multiple Fish-Eye Cameras and Top-View Transformation Stitching
2014	廖威傑	即時人臉辨識在KIOSK上之應用
		Real-Time Face Identification for Kiosk Application
2015	陳耿民	多攝影機影像搜尋基於影像片段及CoSTA演算法
		Video Search Using Video Clips and Color String Transformation Analysis
2015	羅婉禎	車輛環場監控於嵌入式系統實作
		Embedded System Implementation For Vehicle Around View Monitoring
2015	莊東翰	以三維特徵與深度信心網路實踐人臉驗證
		Face Verification with Three-Dimensional Point Cloud by Using Deep Belief Networks
2015	黃鈺傑	以複合性輪廓特徵進行即時性行人偵測
		Real-Time Pedestrian Detection Using Compound Contour-Based Features
2016	駱學穎	具有粒子濾波器與虛擬攝影機運動軌跡分析之視訊影像穩定法
		Video Stabilization with Robust Particle Filter and Virtual Camera Movement Trajectory Analysis.
2016	周言霖	全天候環境下使用前景能量圖分析法進行閘道車輛偵測
		Entrance-Gate Vehicle Detection based on Foreground Energy-Map Analysis under Various Lighting and Weather Conditions
2016	周蘇剛	利用魚眼攝影機預測後方車輛路線及碰撞可能性
		Prediction of Approaching Vehicles to Blind Spots by Using a Rear-mounted Fisheye Camera

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