Shu-Mei Guo
Shu-Mei Guo Professor
- 06-2757575 ext 62525
- guosm@mail.ncku.edu.tw
- Intelligent Digital Image Processing Lab
- Personal Website
- Image Processing & Patton Recognition
- Artificial Intelligence
- Medical Image Processing
- Evolutionary Computing
- Fuzzy Theorem
- System Control
- USA \ University of Houston \ Computer & System Engineering \ Ph.D(0000 ~ 0000)
- USA \ New Jersey Institute of Technology \ Computer Science \ M.S.(0000 ~ 0000)
- 國立成功大學 \ 醫學資訊研究所 \ 所長
- 教育部科技大學綜合評鑑 \ 評鑑委員
- 教育部數位學習認證專案 \ 課程認證審查委員
- 經濟部工業局提升資訊軟體品質計畫「CMMI 導入專案」 \ 審議委員
- 中華工程教育學會(IEET) \ 認證委員
- 經濟部技術處中小企業研提小型企業創新研發計畫 \ 審查委員
- 台灣台南軟體協會 \ 常務監事
- IEEE國際電子電機工程學會 \ 理事; 副理事長
- IEEE 國際電子電機工程學會, 女性工程師WIE \ 主席
- 考試院 \ 典試委員
Refereed Papers
- "Improving differential evolution with successful-parent-selecting framework" IEEE Transactions on Evolutionary Computation((Rank = 1/102; IF = 5.545)SCI
- "Enhancing Differential Evolution Utilizing Eigenvector-Based Crossover Operator" IEEE Transactions on Evolutionary Computation (Rank = 1/102; IF = 5.545)SCI
- "Evolutionary fuzzy block-matching based camera raw image denoising" IEEE Transactions on Cybernetics (Ranking = 1/22 = 4.5%; IF = 4.943)SCI
- "Genetic-based fuzzy image filter and its application to image processing" IEEE Transactions on Systems, Man and Cybernetics Part B
- "3-D localization of clustered microcalcifications using cranio-caudal and medio-lateral oblique views" Computerized Medical Imaging and GraphicsSCI, EI
- "Observer-type Kalman innovation filter for uncertain linear time-invariant systems" IEEE Trans. on Aerospace and Electronic SystemsSCI, EI
- "Evolutionary-programming-based Kalman filter for uncertain discrete-time nonlinear systems" Asian Journal of ControlSCI, EI
- Guo, S. M., Yang, C. C., Hsu, P. H., "Improving differential evolution with " IEEE Transactions on SCI
- "An intelligent image agent based on soft-computing techniques for color image processing" Expert Systems with ApplicationsSCI, EI
- "Apply object-oriented technology to construct Chinese news ontology on the internet" Journal of Internet TechnologySCI, EI
- "An observer-based decentralized tracker for sampled-data systems: An evolutionary programming approach" International Journal of General SystemsSCI, EI
- "Genetic-based fuzzy image filter and its application to image processing" IEEE Transactions on Systems, Man and Cybernetics Part BSCI, EI
- "3-D localization of clustered microcalcifications using cranio-caudal and medio-lateral oblique views" Computerized Medical Imaging and GraphicsSCI, EI
- "Evolutionary-programming-based tracker for hybrid chaotic interval systems" IMA Journal of Mathematical Control and InformationEI
- "Observer with evolutionary -programming-based optimal digital tracker for analog neutral multiple time-delay systems" Applied Mathematics and Computation.SCI, EI
- "Enlargement and reduction of image/video via discrete cosine transform pair--- Part II: reduction" Journal of Electronic ImagingSCI, EI
- "An improved set partitioning embedded block scheme for still image compression" Journal of Electronic ImagingSCI, EI
- "JPEG 2000 wavelet filter design framework with chaos evolutionary programming" Journal of Signal ProcessingSCI, EI
- "EP-based adaptive tracker with observer and fault estimator for nonlinear time-varying sampled-data systems against actuator failures" Journal of The Franklin InstituteSCI, EI
- "A boundary method for outlier detection based on support vector domain description" Pattern RecognitionSCI, EI
- "Novel wavelet-based image interpolations in lifting structures for image resolution enhancement" Journal of Electronic ImagingSCI, EI
- "Fuzzy similarity measure based hybrid image filter for color image restoration: Multi-methodology evolutionary computation" Journal of Electronic ImagingSCI, EI
- "Fast pixel-size-based large scale enlargement and reduction of image: An adaptive combination of bilinear interpolation and DCT" Journal of Electronic ImagingSCI, EI
- "Mass Detection in Mammograms" International Journal on Computer, Consumer and ControlSCI, EI
- "An efficient SVDD-based boundary method for multiclass classification problems" Journal of the Chinese Institute of EngineeringSCI, EI
- "Efficient Block-Matching Motion Estimation Algorithm" Journal of Electronic ImagingSCI, EI
- "An improved bidimensional empirical mode decomposition: A mean approach for fast decomposition" Signal ProcessingSCI, EI
- "Enhancing Differential Evolution Utilizing Eigenvector-Based Crossover Operator" IEEE Transactions on Evolutionary ComputationSCI, EI
- "Improving differential evolution with successful-parent-selecting framework" IEEE Transactions on Evolutionary ComputationSCI
- "Evolutionary fuzzy block-matching based camera raw image denoising" IEEE Transactions on Cybernetics, Accepted for publication(2015; Ranking = 1/22 = 4.5%; IF = 4.943)SCI
- "State-space self-tuning control for nonlinear stochastic hybrid systems" International Journal of Bifurcation and Chaos
Conference Papers
International Conference
- "Adaptive control for nonlinear stochastic hybrid systems with input saturation" Third-Fourth Hawaii International Conference on System Sciences (HICSS-34), Hawaii, USA.
- "Genetic-based fuzzy image filter for image processing" 10th National Conference on Fuzzy Theory and Its Applications, pp. 22-27, Taipei, Taiwan.
- "Prioritized traffic-dependent task scheduling approach in embedded operation system" 2002 International Computer Symposium, Hualien, Taiwan.
- "Computer-aided diagnosis in mammography" 13th International Congress on the Ultrasonic Examination of the Breast, pp.67-68, April 6-8, Kyoto, Japan.
- "Ontology-based Q&A Extractor for Q&A System" 2003 The Joint Conference on AI, Fuzzy System, and Grey System, Taiwan
- "Mass detection using a texture feature coding method" 13th International Congress on the Ultrasonic Examination of the Breast, Japan.
- "基於ontology架構之模糊影像辨識系統" 2003 人工智慧、模糊系統及灰色系統聯合研討會, Taipei, Taiwan.
- "智慧型自動化臉部表情辨識系統" 2003 人工智慧、模糊系統及灰色系統聯合研討會, Taipei, Taiwan.
- "Apply object-oriented technology to construct Chinese news ontology on internet" 第十五屆物件導向技術及應用研討會,台南.
- "A neural (Novel) fuzzy filter for impulse noise removal" 2004 International Symposium on Neural Networks, China., pp. 375-380.
- "Weighted fuzzy ontology for Chinese e-news summarization" 2004 IEEE International Conference on Fuzzy Systems, Hungary, pp. 843-848.
- "Apply FNN model to construct ontology-based Q&A system" The 5th WSEAS International Conference on Telecommunications and Informatics, Mexico.
- "Modeling and optimal digital tracker for analog neutral delay systems" The 7th IASTED International Conference on Control and Applications, (CA 2005), Cancun, Mexico, pp.233-238.
- "Introduction to the programming with personal software process curriculum" the First Taiwan Software Engineering Conference, Taipei, Taiwan.
- "Teaching the personal software process course: experiences and results" The First Taiwan Software Engineering Conference, Taipei, Taiwan.
- "3D ROC Analysis for Medical Imaging Diagnosis" The 27th Annual International Conference of IEEE Engineering in Medicine and Biology Society, Shianghai , China.
- "Semi-Automatic Construction of Affection Ontology and Its Application on Emotion Identification" The 10th Conference on Artificial Intelligence and Applications, Kaohsiung, Taiwan.
- "Semi-Automatic Construction of Affection Ontology and Its Application on Emotion Identification" The 10th Conference on Artificial Intelligence and Applications, Kaohsiung, Taiwan.
- "基於知識本體之文件處理之研究" The 10th Conference on Artificial Intelligence and Applications, Kaohsiung, Taiwan.
- "A key frame selection-based facial expression recognition system" Proceeding of IEEE 2006 International Conference on Innovative Computing, Information and Control, vol. 3, pp.341- 344, ISBN: 0-7695-2616-0, Beijing, China
- ""以UML 2為基礎之多代理人塑模方法" 第二屆台灣軟體工程研討會暨軟體工程聯盟課程教材成果發表會, Taipei, Taiwan.
- "26-Experiences and Results after One-Semester Personal Software Process Course at National Chung Cheng University, Chia-Yi, Taiwan," the Second Taiwan Conference on Software Engineering, Taipei, Taiwan.
- "7-Requirements Modeling through Experience-Based Approach" the Second Taiwan Conference on Software Engineering, Taipei, Taiwan.
- "Adaptive tracker for nonlinear time-varying systems against actuator failures" IASTED International Conference on Modelling, Identification, and Control (MIC 2006), Lanzarote, Spain.
- "Enhanced SLCCA Image Compression" IEEE Signal Processing Society, 2006 International Workshop on Multimedia Signal Processing, Victoria, Canada.
- "Feature Selection Strategy for Mass Detection in Mammograms" 19th IPPR conference on Computer Vision, Graphics and Image Processing, Taipei, Taiwan.
- "Chaos Evolutionary Programming Based JPEG Quantization Table Generation Scheme," [1] the fifth INFOS international conference, Cairo, Egypt.
- "Optimal Digital Tracker for Analog Neutral Multiple Time-Delay Systems via Evolutionary Programming and High Gain Approach" The Sixth IEEE International Conference on Control and Automation, Guangzhou, China.
- "Visual-Guided Robot Arm Using Self-Supervised Deep Convolution Neural Networks" The 2019 IEEE 15th International Conference on Automation Science and Engineering
Students
Ph.D
- 黃勃程(博5)、廖悅清(博4)、言午智淵(博3)、黃家培(博1)
M.S
- 魏逸辰(碩2)、吳柏農(碩2)、陳彥良(碩2)、吳炳輝(碩2)、張文昕(碩2)、簡佑倫(碩1)、莊柏亮(碩1)、李宜修(碩1)、陳麗君(碩1)
指導學生之特殊榮譽
- 九十四年度人工智慧學會(Taiwanese Association for Artificial Intelligence; TTAI) 碩士論文獎
- 九十四年度國科會大專學生參與專題研究計劃
- 九十四年度教育部微電腦應用系統設計製作競賽 一般競賽項目 第2 名(第1名從缺)
- 九十四年度教育部微電腦應用系統設計製作競賽 產學合作競賽項目 銅手獎
- 資訊工業策進會主辦「CreativeLife科技應用情境創意大賽」佳作獎
International Conference
- ”開放原始碼” 技術與應用研討會科技研討會; Program chair, 2005.(2005)
- The 1st Taiwan Software Engineering Conference; Member of conference program committee and Session chair(2005)
- 2005 Symposium on Digital Life and Internet Technologies; Member of conference program committee and Session chair(2005)
- 第二屆中法資訊科技研討會; Member of conference program committee and Session chair(2005)
- The 15th Workshop on Object-Oriented Technology and Applications; Member of conference program committee and Session chair(2005)
- The 1st Taiwanese-French Conference in Information Technologies; Member of conference program committee(2005)
- 二○○四年世界電腦象棋爭霸賽; Member of conference program committee(2004)
- Workshop on the 21st Century Digital Life and Internet Technologies; Member of conference program committee(2004)
- 2003 Symposium on Digital Life and Internet Technologies; Member of conference program committee and Session chair(2003)