林道通，研究之主要貢獻在於探討一種新式的可調適延時性類神經網路(Adaptive Time-Delay Neural Network)之特徵，首次使得吾人能對此類神經網路在工程問題的套用方面，了解其可行性。從數學理論探討開始，到展示一系列嶄新的套用成果，顯示此模示之優越能力
基本介紹
- 中文名：林道通
- 國籍：中國
- 民族：漢族
- 出生地：不詳
學歷,人物履歷,研究計畫,學術貢獻,畢業論文,
學歷
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
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
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
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Research Interests
Neural networks modeling.
Intelligent surveillance and pattern recognition.
Medical image processing and recognition.
BioInformatics: Protein 2D Gel Image Analysis
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研究專長與興趣
智慧型數位監控
醫學影像電腦輔助診斷與類神經網路、模糊理論系統之整合
生物資訊：蛋白質電泳圖分析
類神經網路理論與套用
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人物履歷
· August 2005 – present, Associate Professor
Computer Science and Information Engineering Department, National Taipei University.
國立台北大學 資訊工程學系 副教授
· 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 招生髮展處處長
· 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
o 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，提升競爭力
· 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
o 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
Coordinating a research team engaging in a research project of a compact tool post structure design for precision machining.
Applying active material and control methodology to the tool post structure to minimize the tool position variation, and control the mechanism of material removal.
Investigating 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 套用物理實驗室 研究助理
Implementing neural network approaches to Target Discrimination project and improving the performance of components identification task.
Developing 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
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研究計畫
· 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)
計畫主持人（國科會 NSC94-2213-E-216-016）
· 5/2005-4/2006: 多功能智慧型安全監控套用軟體動態連結函式庫及客戶
接受度檢測實驗室之建立
計畫主持人（國科會小產學計畫
NSC 94-2622-E-216 -006 -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
(NSC93-2213-E-216-016)主持人
8/2004-7/2005: 大學工程生物教育整合型研究研究計畫—永續生態工程學程(1/2)
(93-2522-S-216-001) 共同主持人
5/2004-4/2005: 超商收銀機檢核畫面摘要與智慧型監視系統
(93-2622-E-216-001-CC3)主持人
1/2004-12/2004:大學基礎科學教育改進計畫 共同主持人
12/2003-7/2004:新世紀多媒體通訊技術與套用之研究
(CHU-92-TR-001) 共同主持人
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)
計畫主持人
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)
計畫主持人
· 8/2002-7/2004: 高效能生物資訊系統之建構
共同主持人
· 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套用:熱帶豬學生物資訊中心之建置
共同主持人
· 10/2001-9/2004: 生物與資訊工程整合教育課程規劃及研究
共同主持人（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套用(2/2)
計畫主持人（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套用(1/2)
計畫主持人（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
計畫主持人（國科會 NSC-89-2815-C-216-011R-E）
· 1/1999-12/2000: 電腦人工智慧診測早期肺癌系統研發與製造
共同主持人（經濟部 1B890036）
· 8/1999-7/2000: 臉部表情形變與動態模擬
計畫主持人（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
計畫主持人（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
計畫主持人（國科會 NSC-89-2815-C-216-002E）
· 8/1998-7/1999: 神經網路於生物測定認證技術及套用之研究-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)
計畫主持人（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
計畫主持人（工研院光電所 88S03-S2）
· 8/1997-7/1998: 神經網路於生物測定認證技術及套用之研究-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)
計畫主持人（國科會 NSC-87-2213-E-216-006）
· 6/1997-5/1998: 互動音訊之人機介面研究
計畫主持人（工研院光電所 G4-87026-F）
· 10/1997-6/1998: 電腦整合製造與測試
共同主持人（華邦電子）
· 8/1996-7/1997: 神經網路於生物測定認證技術及套用之研究-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)
計畫主持人（國科會 NSC-86-2745-E-216-002）
· 8/1996-7/1997: 教育部通訊科技改進計畫
共同主持人 (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套用
計畫主持人 (國科會 NSC-85-2213-E216-019）
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主要研究具體貢獻 (Main Contribution):
壹、論文研究之具體貢獻:
學術貢獻
提供了一種新的類神經網路學習法則，採取神經元累積調適模式，能有效 (effieciently) 及機動地 (dynamicly) 處理多維時間性函式 (spatio-temporal domain)訊號。目前研究成果已被下列書籍所引用為其章節：
Simon Haykin. Neural Networks: A comprehensive Foundation. MacMillan College Publishing Company, 1994.
E. Corey. Neural Represenation of Temporal Patterns. Plenum Publisher, 1995.
貳、研究成果：
。研究成果特點分述如下：
· 本研究提供了更機動及有效的學習法則，將多維時序圖形(spatio-temporal pattern)自動分類。此網路考慮可調適的延時係數，自動選擇過去的重要特徵及變因，合併於目前系統所接收之訊號達到辨認的最佳化，克服了以往此類研究的瓶頸。</font
· 我們提出了一網路展開平行演算法(Network Unfolding Algorithm)，並證明可調適延時性類神經網路經此演算法展開後，結果比傳統之前授網路精簡甚多，其網路複雜度降低至少O(n)。
· 同時我們採用學者Funahashi、Hornik等，及Stone-Weierstrass理論，進一步顯示此網路之函式近似能力，並證明其為通用之多維時序函式近似器(Universal Spatiotemporal Function Approximator)。
· 我們以一連串的實驗評估此網路之特性，結果顯示此網路具有相當強韌之耐擾動力(perturbation resilience)，一旦網路完成特定圖型之學習後，在相當大程度的雜訊干擾下，均能有效地將變形之圖型還原及辨認，其中圖型還原之能力已為學界所重視。
· 可調適延時性類神經網路已成功地套用在軌跡識別及產生 (trajectory recognition and production)、混沌時間數列預測(chaotic time series prediction)、飛行目標辮識等實例。
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Affiliation
IEEE Computer Society
IEEE Neural Network Council
INNS International Neural Network Society
Reviewer, IEEE trans. on Neural Networks
Reviewer, International Journal of Neural Systems
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MS student(s)
Ilan Chen
CheSen Yang
MingSong Chen
SeHan Huang
Chuang-Nan Chang
Kerry Hsu
Chun-Li Chin
Hon-Der Wu
Chao-Hei Huang
Chia-Chin Huang
Chan-Fu Hsieh
Link to our lab:
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Publications：出版物
Journal Paper
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, Impact Factor=1.774)
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 (EI, SCI Impact Factor=0.171) (NSC85–2213 -E216-019)
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*. Target Components Discrimination using Adaptive Time-Delay Neural Network. Journal of Information Science and Engineering, Vol. 20, No. 5, pp. 959-980, 2004. (EI, SCI, Impact Factor=0.171) (NSC-85-2213-E216-019)
D.T. Lin* and J.S. Yang, Computer Aided Lung Nodule Detection with Principal Component Analysis and Neural Network, International Journal of Electrical Engineering, Accepted, 2004 (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, 2005 (NSC-92-2262-E216-014-CC3)
D.T. Lin*, C.C. Lei, and S.Y. Hsiung, Computer-Aided Kidney Segmentation of Abdominal CT Images, IEEE Trans. on Information Technology in Biomedicine, Accepted, 2005. (SCI, Impact Factor=1.274) (NSC91-2213-E-216-007)
D.T. Lin*. The Neural Network Unfolding Algorithm and a Universal Spatiotemporal Function Approximation with Adaptive Time-Delays. Submitted to International Journal of Computational Intelligence and Applications, (SCI) Oct. 2003.
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, Accepted, 2005 (SCI, Impact Factor=1.158) (NSC91-2213-E-216-007)
D.T. Lin*, J.L Kuo, N.C. Lin and S.Y. Huang, Protein 2D Gel Electrophoresis Images Matching with Maximum Relation Spanning Tree Algorithm, Pattern Recognition Letter, in review, 2005. (SCI) (NSC93-2213-E-216-016, NSC91-2745-E-216-001, NSC89-2313-B-059-045, NSC90-2313-B-059-002)
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, Accepted, 2005. (NSC 93-2622-E-216-001-CC3, CHU-93-TR-004 and CHU 93-2622-E-216-001-CC3).
Book Chapter
1. J. Dayhoff, P. Palmadesso, F. Richards, and Daw-Tung Lin, Patterns of Dynamic Activity and Timing in Neural Network Processing, in Neural Network and Pattern Recognition. pp. 105-141, 1998.
2. EON Studio 功能節點使用指南入門篇, 全華科技圖書股份有限公司, April, 2005 (ISBN:957-21-4886-9)
3. 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 Computer Science (LNCS) of Springer-Verlag (KES2005), Vol.??, , pp.?? , Sept. 2005, Melbourne, Australia, Sept. 2005, to appear. (EI, SCI, Impact Factor=0.515) (NSC93-2213-E-216-016)
Conference Papers
1. 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.
2. 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.
3. 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.
4. 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.
5. D.-T. Lin, J.~E. Dayhoff, and Panos~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.
6. 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.
7. D.-T. Lin, J.E. Dayhoff, and PanosA. 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.
8. J.E. Dayhoff, D.-T. Lin, and PanosA. 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.
9. J.E. Dayhoff, D.-T. Lin, and PanosA. 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.
10. 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.
11. 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.
12. 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)
13. 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)
14. 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)
15. D.T. Lin, T.S. Yang, Lung nodule detection system with principal component analysis, CVGIP97, pp. 7--14 , Taichun, Taiwan, Aug. 1997
16. 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)
17. D.T. Lin. Computer-Access Authentication with Neural Network Based Keystroke Identy Verification. In International Conference on Neural Network, pp. 174-178, Huston, USA,1997.
18. D.T. Lin, , Gesture Recognition for Virtual Reality Application, Workshop on Consumer Electronics: Digital Viedo and Multimedia, pp B4-1/1-5, Taipei, 1997
19. D.T. Lin and I.L. Chen, Real-Time Gesture Recognition with Radial Basis Function Network, International Symposium om Multimedia Information Processing, pp 111-116, Dec. 1997
20. D.T. Lin, Toward Automatic Facial Recognition and Morphing, Computer Vision Workshop, Institute of Information Science, Academic Sinica, Taipei, Taiwan, May 1998.
21. D.T. Lin, Spatio-Temporal Hand Gesture Recognition Using Neural Network, Internation Joint Conference on Neural Network, pp. 1794-1798, Anchorage, Alaska, May 1998.
22. 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)
23. D.T. Lin, Real-Time Two Hand Gestures Recognition System: Prototpye for VR and Computer Music Comducting , ISC'98, pp.144-149, Tainin, Taiwan, Dec. 1998.
24. D.T. Lin, M.Y. Hsu, S.H. Huang, August, Image-Based Facial Expression Animation with Parametric Warping Keyframes, CVGIP99, pp. 648--654 , Taipei, Aug. 1999. (NSC87-2213-E-216-006)
25. D.T. Lin, Facial Expressions Morphing and Animation with Local Warping Methods , in International Conference on Image Analysis and processing, pp.594-599, Vennis, Itality, September 1999. (NSC 88-2213-E-216-010)
26. D.T. Lin and Jam Huang, 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)
27. D.T. Lin and H.D. Wu, An novel image compression technology with Multi-level linear polynomial transform coding and sorting process , CVGIP2000, pp.137-144, Taipei, Taiwan, Aug. 2000.
28. D.T. Lin and M.Y. Hsu, Image based facial expression animation with FEAP rules, CVGIP2000, pp.167-173, Taipei, Taiwan, Aug. 2000. (NSC89-2213-E216-016)
29. 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)
30. D.T. Lin and C.H. Huang, Fast Shilutte Based Hand Gesture Feature Extraction Algorithm, ICME2001, 0-7695-1198-8/01, Tokyo, Japan, August, 2001
31. 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)
32. 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)
33. C.R. Yan and D.T. Lin, Neural-Fuzzy Automatic Detection for Pulmonary Nodules on Computed Tomograph Images, 2002 Symposium of Digital Life and Internet Technologies, pp. 74-78, Tainan, Taiwan, June, 2002
34. 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
35. C.R. Yan and D.T. Lin, Automatic Detection for Pulmonary Nodules on Computed Tomograph Images, CVGIP2002, pp.273-279, Hsinchu, Taiwan, August, 2002
36. 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
37. 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
38. D.T. Lin and C.H. Huang, Silhouette-Based Hand Gesture Recognition with Support Vector Machine, ICANN/ICONIP2003, pp. 247-250, Istanbui, Turkey, June, 2003.
39. D.T. Lin and C.C. Image Back-light Compensation with Fuzzy C-Means Learning Algorithm and Fuzzy Inferencing, ISSPA2003, Paris, France, July, 2003 (NSC89-2815-C-216-011R-E)
40. 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)
41. D. T. Lin, C.C. Lei, and S. Y. Hsiung, An Efficient Method for Kidney Segmentation on Abdominal CT Images, The 8th Australian and New Zealand Intelligent Information Systems Conference, pp. 75-82, Sydney, Australia, December, 2003 (NSC91-2213-E-216-007)
42. D. T. Lin, J.L. Kuo, E. C. Lin and S. Y. Huang, Protein 2D Gel Eletrophoresis Images Matching with Maximum Relation Spanning Tree, The 8th Australian and New Zealand Intelligent Information Systems Conference, pp. 331-338, Sydney, Australia, December, 2003. (NSC92-2516-S-216-003)
43. 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
44. C.C. Lei, D. T. Lin, and S. Y. Hsiung, Computer-Aided Kidney Segmentation on Abdominal CT Images, Biomedical Engineering 2003 Annual Symposium, pp.38, Taipei, Taiwan, December 12-13, 2003 (NSC91-2213-E-216-007)
45. D.T. Lin and C.M. Yang, Real-Time Eye Detection using Face Circle Fitting and Dark-Pixel Filtering, International Conference on Multimedia Expo, Taipei, June, 2004
46. 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 6th IASTED International Conference on Signal and Images Processing, Hawaii, USA, August, 2004
47. K. H. Huang and D. T. Lin, Fragile Watermarking using Motion Vector in MPEG4 Compressed Video, CVGIP2004, August, 2004
48. M. J. Liu and D.T. Lin*, A Real Time Multiple People Tracking and Facial Occlusion Detection System, CVGIP2004, E1-6, Hualei, Taiwan, August, 2004 (93-2622-E-216-001-CC3)
49. 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套用於骨骼影像分割, TAAI2004, FP3-05, Taiepei, Taiwan, Nov. 2004.
50. 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, The Ninth International Conference on Knowledge-Base Intelligent Information & Engineering System, Melbourne, Australia, Sept. 2005, to appear.
Technical Reports
1. 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.
2. D.-T. Lin, J.E. Dayhoff, and P.A. Ligomenides. Temporal neural network architecture with adaptive time delays. Technical Report EE-TR-93-009, Department of Electrical Engineering, University of Maryland, College Park, Md 20742, February 1993.
3. 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.
4. 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.
5. D.-T. Lin and J.E. Dayhoff. Unfolding algorithm and universal spatiotemporal function approximation. Technical Report IRS-TR-95-6, Institute for Systems Research, University of Maryland, College Park, Md 20742, January 1995.
6. D.-T. Lin and J.E. Dayhoff. Sampling rate effects on trajectory learning and production. Technical Report IRS-TR-95-7, Institute for Systems Research, University of Maryland, College Park, Md 20742, January 1995
7. D.-T. Lin. Trajectory discrimination: Research and Application with Adaptive Neural Network. August, 1996.
8. 林道通,軌跡識別:可調適性類神經網路之研究與套用(NSC-85-2213-E216-019) 國科會計畫成果報告, 1996
9. D.-T. Lin. Facial expression dual process with neural network: recognition and morphing, midterm report, January, 1997.
10. 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畫報告,1997
11. 林道通,類神經網路於生物測定認證技術及套用之研究-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) 國科會計畫成果報告, 1997
12. 林道通,類神經網路於生物測定認證技術及套用之研究-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) 國科會計畫成果報告, 1998
13. 林道通,類神經網路於生物測定認證技術及套用之研究-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) 國科會計畫成果報告, 1999
14. 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畫報告,1999
15. 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) 國科會計畫成果報告, 2000
16. 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
17. 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畫報告,2000
18. 林道通,數位影像逆光補償技術研(NSC89-2815-C-216-011R-E) 國科會計畫成果報告, 2001
19. 林道通,模糊理論與類神機網路在數位影像曝光補償之套用(1/2) (NSC90-2213-E-216-024) 國科會計畫成果報告, 2001
20. 林道通,模糊理論與類神機網路在數位影像曝光補償之套用(2/2) (NSC90-2213-E-216-024) 國科會計畫成果報告, 2002
21. 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)國科會計畫成果報告, 2003
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畢業論文
入學年度
姓名
題目
84
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套用
84
楊則森
主要元素分析法在醫學影像上肺部腫瘤偵測的套用
85
張壯年
智慧型手勢辨認系統
86
陳銘菘
以主要元素分析法進行臉部表情分類
86
黃士航
區域變形法則在臉部表情形變之研究
87
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
87
秦群立
智慧型數位影像自動曝光補償系統
87
吳宏德
多項式轉換影像壓縮技術
88
謝昌甫
人臉偵測系統
88
黃嘉慶
逆光影像補償新技術
88
黃朝暉
利用手部輪廓之手勢辨認系統
89
嚴崇仁
電腦斷層掃描肺腫瘤影像偵測
90
雷仲箎
腎臟腫瘤與囊腫切割與辨識
90
郭俊麟
二維蛋白質電泳影像影像處理與分析
90
陳盈全
豬繁殖之EST定序及身份確認
90
楊蟬銘
行人與姿勢偵測及辨識
91
劉明如
套用於自動提款機之即時臉部遮蔽物偵測系統
91
黃凱賢
利用MPEG4動態向量進行易碎式浮水印嵌入
91
蔡建材
自動車牌辨識系統
