國立臺南大學專任教師基本資料
姓名李建樹
系所資訊工程學系
校內分機 
EMAILcslee@mail.nutn.edu.tw
辦公室A106-1
網址http://mmip.nutn.edu.tw/
專長/研究領域 
學位畢業學校國別主修學門修業期間
博士國立成功大學中華民國電機工程1
服務機關部門系所職稱服務期間
中山醫學院  1997/08 ~ 1998/07
大葉大學  1998/08 ~ 2001/07
國立虎尾科技大學  2001/08 ~ 2004/07
國立臺南大學  2004/08 ~ 迄今
著作名稱：Enhanced Ridge Structure for Improving Fingerprint Image Quality Based on a Wavelet Domain
年度：2015
類別： 期刊論文 IEEE Signal Processing Letters
摘要：Fingerprint image enhancement is one of the most crucial steps in an automated fingerprint identification system. In this paper, an effective algorithm for fingerprint image quality improvement is proposed. The algorithm consists of two stages. The first stage is decomposing the input fingerprint image into four subbands by applying two-dimensional discrete wavelet transform. At the second stage, the compensated image is produced by adaptively obtaining the compensation coefficient for each subband based on the referred Gaussian template. The experimental results indicated that the compensated image quality was higher than that of the original image. The proposed algorithm can improve the clarity and continuity of ridge structures in a fingerprint image. Therefore, it can achieve higher fingerprint classification rates than related methods.
關鍵字：2D discrete wavelet transform, fingerprint classification, fingerprint enhancement ,singular value decomposition
著作名稱：A nonparametric-based rib suppression method for chest radiographs
年度：2012
類別： 期刊論文 Computers and Mathematics with Applications
摘要：This paper presents an automated and comprehensive system for eliminating rib shadows in chest radiographs, which integrates lung field identification, rib segmentation, rib intensity estimation, and suppression. We designed a region of interest (ROI)-based method to estimate a suitable initial lung boundary for active shape model (ASM) deformation by determining the translation and scaling parameters from the lung ROI. By considering the anatomical structure of the rib cage, we developed a locale sampling scheme to achieve nonparametric rib modeling. This scheme integrates knowledge-based generalized Hough transform (GHT) for accurate rib segmentation. We subsequently estimated rib intensity using the real-coded genetic algorithm (RCGA). Experimental results indicate that the relative conspicuity of the nodules increased after rib suppression, compared to the original image. Additionally, the proposed system uses only one standard chest radiograph, and the dual-energy subtraction technique is not required. Thus, this system is suitable for radiologists and computer-aided diagnosis (CAD) schemes for detecting lung nodules in chest radiographs.
關鍵字：GHT, Rib segmentation, Rib suppression
著作名稱：J.W. Wang, W.Y. Chen and Jiann-Shu Lee, “Singular value decomposition combined with wavelet transform for LCD defect detection,” Electronics Letters, Vol. 48, Issue 5, pp.266–267, 2012. (SCI)
年度：2012
類別： 期刊論文 IEEE Electronics Letters
摘要：
關鍵字：
著作名稱：Face Recognition Based on Projected Color Space With Lighting Compensation
年度：2011
類別： 期刊論文 IEEE Signal Processing Letters
摘要：In this letter, we propose a novel color space conversion method called adaptive projection color space (APCS). This method includes two portions: adaptive singular value decomposition and an inner product conversion algorithm for color images. We employed images from the Color FERET and CMU-PIE databases for training and experiment. The results revealed that the recognition rates from our proposed APCS approach were higher than other color spaces and those of methods proposed in relevant studies.
關鍵字：Adaptive projection color space, CMU-PIE database, color FERET database, face recognition
著作名稱：Y.M. Kuo, Jiann-Shu Lee*, and P.C. Chung, “A Visual Context Awareness Based Sleeping Respiration Measurement System,” IEEE Transactions on Information Technology in Biomedicine, Vol. 14, No. 2, pp. 255-265, 2010.
年度：2010
類別： 期刊論文
摘要：Due to the rapid growth of the elderly population, improving specific aspects of elderly healthcare has become more important. Sleeping care systems for the elderly are rare. In this paper, we propose a visual context-aware-based sleeping-respiration measurement system that measures the respiration information of elderly sleepers. Accurate respiration measurement requires considering all possible contexts for the sleeping person. The proposed system consists of a body-motion-context-detection subsystem, a respiration-context-detection subsystem, and a fast motionvector-estimation-based respiration measurement subsystem. The system yielded accurate respiratory measurements for our study population.
關鍵字：Context aware, hidden Markov model, motion
著作名稱：Jiann-Shu Lee, P.C. Chung, Y.M. Kuo, and E.L. Chen, 2006, “Naked image detection based on adaptive and extensible skin color model,” Pattern Recognition, no. 40, pp. 2261-2270, 2007.
年度：2007
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, C. T. Tsai and C. H. Ko, 2006, “Image watermarking through attack simulation,” Optical Engineering, Vol. 45, issue 2, pp. 027001-1~027001-11.
年度：2006
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Y. N. Chung, 2005, “Integrating edge detection and thresholding approaches to segmenting femora and patellae from magnetic resonance images,” Biomedical Engineering-Applications, Basis & Communications, Vol. 17, no. 1, pp. 1-11, 2005.
年度：2005
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, C. T. Tsai, and C. H. Pen, 2003, “A real time collaboration system for teleradiology consultation,” International Journal of Medical Informatics, Vol. 72, Issue 1-3, pp. 73-79.
年度：2003
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Jzau-Sheng Lin, Ching-Tsorng Tsai, and Ding-Horng Chen, 2002 “An analytical study on junction detection,” Optical Engineering, Vol. 41, Issue 2, pp.351-358.
年度：2002
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yung-Nien Sun, and Xi-Zhang Lin, 2000,“A new approach to ultrasonic liver image classification ,”IEICE Transactions on Information and Systems, Vol. E83-D, No. 6, pp. 1301-1308.
年度：2000
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Wen-Huei LIN, Chin Hsing CHEN, Jiann-Shu LEE, Yung-Nien SUN, 1999,“Multiscale object recognition under affine transformation,”IEICE Transactions on Information and Systems, Vol. E82-D, No.11 pp.1474-1482.
年度：1999
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Wen-Huei Lin, Jiann-Shu Lee, and Chin-Hsing Chen,1998/3“A new multiscale-based shape recognition method,” Signal Processing, Vol. 65, pp. 103-113
年度：1998
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Chin-Hsing Chen, Yung-Nien Sun, and Guan-Shu Tseng, 1997/1,“Occluded objects recognition using multiscale features and Hopfield neural network,”Pattern Recognition, Vol.30, No.1, pp.113-122.
年度：1997
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yung-Nien Sun, and Chin-Hsing Chen, 1995/1,“Multiscale corner detection by using wavelet transform,”IEEE Trans. Image Processing, Vol.4, No.1, pp.100-104.
年度：1995
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Chin-Hsing Chen, Jiann-Shu Lee, and Yung-Nien Sun, 1995/6,“Wavelet transformation for gray-level corner detection,”Pattern Recognition, Vol.28, No.6, pp.853-861.
年度：1995
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yung-Nien Sun, Chin-Hsing Chen, and ching-Tsorng Tsai, 1993/6,“Wavelet based corner detection,”Pattern Recognition, Vol.26, No.6, pp.853-865.
年度：1993
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Chin-Tsorng Tsai, Yung-Nien Sun, Pau-Choo Chung, and Jainn-Shu Lee, 1993/7,“Endocardial boundary detection using a neural network,”Pattern Recognition, Vol.26, No.7, pp.1057-1068
年度：1993
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Stain Style Transfer for Histological Images Using S3CGAN
年度：2022
類別： 期刊論文 Sensors
摘要：This study proposes a new CycleGAN-based stain transfer model, called S3CGAN, equipped with a specialized color classifier structure. The specialized color classifier can assist the generative network to conquer the existing challenge in GANs, namely the instability of the network caused by the insufficient representativeness of the training data in the initial stage of network training. The color classifier is pretrained, hence it can provide correct color information feedback to the generator during the initial network training phase. The augmented information from color classification enables the generator to generate superior results. Owing to the CycleGAN architecture, the proposed model does not require representative paired inputs. The proposed model uses U-Net and a Markovian discriminator to enhance the structural retention ability to generate images with high fidelity.
關鍵字：CycleGAN; stain transfer; WSI
著作名稱：Breast Tumor Tissue Image Classification Using DIU-Net
年度：2022
類別： 期刊論文 Sensors
摘要：Inspired by the observation that pathologists pay more attention to the nuclei regions when analyzing pathological images, this study utilized soft segmentation to imitate the visual focus mechanism and proposed a new segmentation–classification joint model to achieve superior classification performance for breast cancer pathology images. Aiming at the characteristics of different sizes of nuclei in pathological images, this study developed a new segmentation network with excellent cross-scale description ability called DIU-Net. To enhance the generalization ability of the segmentation network, that is, to avoid the segmentation network from learning low-level features, we proposed the Complementary Color Conversion Scheme in the training phase. In addition, due to the disparity between the area of the nucleus and the background in the pathology image, there is an inherent data imbalance phenomenon, dice loss and focal loss were used to overcome this problem. In order to further strengthen the classification performance of the model, this study adopted a joint training scheme, so that the output of the classification network can not only be used to optimize the classification network itself, but also optimize the segmentation network. In addition, this model can also provide the pathologist model’s attention area, increasing the model’s interpretability. The classification performance verification of the proposed method was carried out with the BreaKHis dataset. Our method obtains binary/multi-class classification accuracy 97.24/93.75 and 98.19/94.43 for 200× and 400× images, outperforming existing methods.
關鍵字：soft segmentation; DIU-Net; joint training
著作名稱：Video-Based Eye Tracking to Detect the Attention Shift: A Computer Classroom Context-Aware System
年度：2014
類別： 期刊論文 International Journal of Distance Education Technologies
摘要：Eye and head movements evoked in response to obvious visual attention shifts. However, there has been little progress on the causes of absent-mindedness so far. The paper proposes an attention awareness system that captures the conditions regarding the interaction of eye gaze and head pose under various attentional switching in computer classroom. Via the algorithm of complexion area detection, eye location and eye tracking, the system detects the shifts of the subject’s attention, records it and sends a notification to the class teacher. In five variant experiments of attentional shift, the authors find the cues of subjects when turning to other directions, moving forwards or backwards, and closing eyes. It applies even if the students wear glasses or have hair fringe. The findings of absent-mindedness are very important for psychologists or educators conducting post-hoc analysis. These experimental results show eye tracking are useful for detecting shift of attention.
關鍵字：Attention Awareness, Eye Detection, Eye Tracking, Gaze Tracking, Mean-Shift Clustering, Particle Filter
著作名稱：Jiann-Shu Lee*, “A Visual Context-Awareness System for Computer Room Classes – an Automatic Roll-Call System,” International Journal of Innovative Computing, Information and Control, Vol.8, No.9, pp. 6025-6036, 2012. (EI)
年度：2012
類別： 期刊論文 International Journal of Innovative Computing, Information and Control
摘要：
關鍵字：
著作名稱：J. S. Lin, C. T. Tsai and Jiann-Shu Lee, 2001, “An annealed chaotic competitive learing network with nonlinear self-feedback and its application in edge detection,” Neural Processing Letters, pp. 55-69.
年度：2001
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Age Estimation Using Correlation-Refined Features of Convolutional Neural Network
年度：2021
類別： 期刊論文 JOURNAL OF INFORMATION SCIENCE AND ENGINEERING
摘要：Age estimation remains challenging because of its high dependence on small facial changes (based on individual propagation, increased wrinkles, and even racial or gender factors). In the past decade, some learning models of neural network based on image analysis have been rapidly developed to overcome such limitations. In this study, we developed a novel method, namely correlation-refined convolutional neural network (CR-CNN), based on some deep learning model (AlexNet). Additional to the parameters in model, the CR-CNN model considers a specific learning network, in which the neuron parameters along with refined facial features at various field-of-view levels have determined through canonical correlation analysis (CCA). Such a novel learning strategy, called low-to-middle-level-features retained transfer learning (LMLFR). Through LMLFR, the feature maps in CNN would be reorganized and join as new layer. That means the maps with high CCA values, in which neurons have high coadaptation with respect to feature-map values, are averaged and flattened; and contrarily, the maps with low CCA values are retained for the low-coadaptation neurons. All refined layers are then subjected to principal component analysis to further reduce dimensionality. At the output layer, classification is executed through support vector regressions (SVR) and Marginal Fisher Analysis (MFA) to overcome the non-Gaussian distributions of refined features on different layers. Experiments were conducted using images obtained from the well-known MORPH dataset, and the results indicated that for age estimation, the proposed model outperformed commonly used methods; the error range was approximately −5 to +5, covering approximately 80% of the learning age range. The proposed model constitutes a novel approach to feature refinement and can potentially become the basis of extensive applications.
關鍵字：age estimation, CNN, transfer learning, deep learning, canonical correlation analysis
著作名稱：Smartphone-based heart-rate measurement using facial images and a spatiotemporal alpha-trimmed mean filter
年度：2016
類別： 期刊論文 Technology and Health Care
摘要：Currently, cardiovascular disease affects a relatively high proportion of the world’s population. Thus, developing simple and effective methods for monitoring patients with cardiovascular disease is critical for research. Monitoring the heart rate of patients is a relatively simple and effective method for managing patients with this condition. For patients, the desired heart rate monitoring equipments should be portable, instantaneous, and accurate. Because smartphones have become the most prevalent mobile device, we utilized this technology as a platform for developing a novel heart-rate measurement system. Catering to the phenomenon of people using the front camera of their smartphones as a mirror, the proposed system was designed to analyze facial-image sequences captured using the front camera. A spatiotemporal alpha-trimmed mean filter was developed to estimate a user’s heart rate quickly and accurately. The experimental results show that in addition to achieving these objectives, the developed system outperforms a similar personal computer-based system. In addition, the system performs effectively even when users are wearing glasses. Hence, the proposed system demonstrates practical value for people who must monitor their heart rate daily.
關鍵字：Smartphone, photoplethysmography (PPG),heart rate
著作名稱：A New Image Watermarking Scheme Using Multi-Objective Bees Algorithm
年度：2014
類別： 期刊論文 Applied Mathematics & Information Sciences
摘要：The optimization of watermarked image fidelity and watermark robustness is an attractive research topic in image watermarking. In this paper, we propose a new image watermarking scheme based on multi-objective bees algorithm to promote watermarking robustness as well as fidelity. In contrast with the existing genetic algorithms (GAs) based approaches utilizing single objective optimization, we treat the image watermarking as a multi-objective optimization problem. Based on this new perspective, the inherent conflict existing in image fidelity and watermark robustness for image watermarking can be objectively handled. The experimental study shows that our method indeed outperform the conventional GA-based approaches in both robustness and fidelity. Furthermore, the proposed watermarking method can also provide solutions with higher stability.
關鍵字：Watermarking, Multi-Objective Bees Algorithm, Genetic Algorithm
著作名稱：An NSGA-II Based Image Watermarking Method
年度：2013
類別： 期刊論文 Journal of Internet Technology
摘要：In recent years, singular value decomposition has become a popular tool for image watermarking. In this paper, we propose a new blind watermarking scheme by quantizing the singular values of wavelet component. To optimize the system performance, we treat the image watermarking as a multi-objective optimization problem based on non-dominated sorting genetic algorithm II. Based on this new perspective, the inherent conflict existing in image fidelity and watermark robustness for image watermarking can be objectively handled. The experimental study shows that our method indeed provides superior performance.
關鍵字：Watermarking, Singular value decomposition, Non-dominated sorting genetic algorithm
著作名稱：Genetic eigenhand selection for handshape classification based on compact hand extraction
年度：2013
類別： 期刊論文 Engineering Applications of Artificial Intelligence
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, S.C. Su and H.T. Chang, “Bowling game events detection based on audio-visual clues,” International Journal of Innovative Computing, Information and Control, Vol.6, No.11, pp. 4783-4795, 2010.
年度：2010
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee* and S. F. Lin, “A Hierarchical Face Recognition Scheme,” International Journal of Innovative Computing, Information and Control, Vol.6, No.12, pp. 5439-5450, 2010.
年度：2010
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee*, H. H. Wu, and M. Z. Yuan, “Lung segmentation for chest radiograph by using adaptive active shape models,” Biomedical Engineering-Applications, Basis and Communications, Vol. 22, No. 2, pp. 149-156, 2010.
年度：2010
類別： 期刊論文
摘要：In this article, we propose an automatic lung segmentation method. We design an ROI-adjusted initial boundary derivation method to estimate a proper initial lung boundary for ASM deformation by deriving the translation and the scaling parameters from the lung ROI. An adaptive ASM, using k-means clustering and silhouette-based cluster validation technique, is proposed to adapt to the lung shape change so that the lung shape variation among people can be overwhelmed. The experimental results indicate that the performance of the proposed lung segmentation method is superior to the traditional ASM approach.
關鍵字：Lung segmentation; Chest radiograph; Adaptive ASM
著作名稱：Jiann-Shu Lee* and Y.R. Shi, “A mobile phone based rock classification system,” Journal of Internet Technology, Vol. 10, No. 3, pp. 291-297, 2009.
年度：2009
類別： 期刊論文
摘要：　Ubiquitous computing has become an area of study in computer science and electrical engineering. Mobile devices, such as mobile phones, are widely used in daily life for various purposes. Mobile devices can facilitate human interaction and access to information resources anytime and anywhere. In this paper, we propose a mobile phone based rock classification system. For this system, the mobile phone played the roles of image capture and rock information display. Rock images were classified via the remote server. Three texture features, i.e. directionality, color and granularity, were exploited to classify rock textures. A TGA based approach was developed to generate the optimal color histogram. The granularity was quantified by the fractal dimension. To alleviate the degradation resulting from texture inhomogeneity, we propose the RW-k-NN classifier to integrate the color and granularity information. The experimental results prove our system can accurately classify rocks. This implies that our system lends itself to a ubiquitous rock classification system.
關鍵字：Ubiquitous Computing, Mobile Phone, Rock
著作名稱：Jiann-Shu Lee*, “Bowl trajectory detection for bowling game videos,” Information-An International Interdisciplinary Journal, Vol. 12, No. 6, pp. 1255-1267, 2009
年度：2009
類別： 期刊論文
摘要：In this paper, an effective system is proposed to detect the bowl trajectory for bowling game videos. We extract the lane boundary information first. The distance transform is invoked to refine the bowl center locating. A new bowl-positioning model is designed to derive the bowl trajectory, which solves the obstacle using the perspective projection model with the absence of related camera parameters. The experimental results indicate that our system can achieve satisfactory performance for the bowl trajectory detection.
關鍵字：Bowling Game Video, Bowl-Positioning Model, Bowl Trajectory
著作名稱：Laundry Notification System Based on Video Analysis
年度：2020
類別： 期刊論文 International Journal of Science and Engineering
摘要：In this paper, we propose a laundry notification system based on video analysis technology. Using web camera to extract the laundry panel in self-service laundry. Edge matching scheme serves as occlusion detection. Relative mean intensity is employed to perceive each laundry machine’s operation status such that our system can automatically notify the user when the laundry is done.
關鍵字：Self-service laundry, Image Analysis, Web camera
著作名稱：Automatic Inspection for UV Coating Assessment
年度：2017
類別： 期刊論文 International Journal of Science and Engineering
摘要：In this paper, we assess if automatic inspection for spot UV coating is possible. The printing image is captured via a CCD camera. Image analysis technology was utilized to measure the distances from the marker points to the printing boundaries such that the printing defect can be determined. Based on the experimental results we found that automatic inspection for spot UV coating is possible.
關鍵字：spot UV coating, AOI, marker point
著作名稱：A Driver Doze Detection System Based on Head-Rotation Judgment
年度：2015
類別： 期刊論文 International Journal of Science and Engineering
摘要：Long time to drive a car is likely to cause physical fatigue and results in accident. Hence, we want to develop a system that can alert the driver when he is dozing to reduce accidents. This study presents a new driver doze detection scheme by judging if the driver’s head rotates. Hence, our system can successfully operate even the driver wear sunglasses. When the system finds the driver keep no head rotation for a predefined period it will alert the driver.
關鍵字：Doze Detection, Face Detection, Head Rotation
著作名稱：Jiann-Shu Lee, Y. Z. Lia, S. T. Liang, L. L. Huang, 2005, “The implementation of an automatic status report system of campus networks,” Communications of IICM, no.1 vol. 8, pp. 101-110.
年度：2005
類別： 期刊論文
摘要：
關鍵字：
著作名稱：李建樹 2001,以影像處理為基礎的腦水腫自動判讀系統之研究, 工程科技通訊第五十八期, 第37-39頁。
年度：2001
類別： 期刊論文
摘要：
關鍵字：
著作名稱：Lung Nodules Detection in X-ray Images Using Subspace Projection and Data Partition
年度：2016
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Fei-Hsiang Huang and Hsiao-Chen Kuo, “A New Image Watermarking Scheme Using Non-dominated Sorting Genetic Algorithm II,” in Proc. of 2013 International Symposium on Biometrics and Security Technologies, Chen Du, China, pp. 56-61, 2013.
年度：2013
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Fei-Hsiang Huang and Hsiao-Chen Kuo, “Rock Classification via a Mobile Device,” in Proc. of 2012 7th International ICST Conference on Communications and Networking in China (CHINACOM), Kum Ming, China, pp. 663-666, 2012.
年度：2012
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee and Seng-Fong Lin, “A Visual Context-Awareness System for Computer Room Classes – an Automatic Roll-Call System,” in Proc. of The International Conference on Computing and Security, Ulaanbaatar, Mongolia, pp. 1-8, 2011.
年度：2011
類別： 會議論文
摘要：
關鍵字：
著作名稱：Y. L. Kuo, Jiann-Shu Lee and S. T. Kao, “Eye Tracking in Visible Environment,” in Proc. of The Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kyoto, Japan, pp. 114-117, 2009. (EI)
年度：2009
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, H. S. Wu and M. Z. Yuan, “Lung Segmentation for Chest Radiograph by Using Adaptive Shape Models,” in Proc. of The Fifth International Conference on Information Assurance and Security, Xian, China, pp. 383-386, 2009 (ISBN: 9780769537443). (EI)
年度：2009
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, F. P. Chuang and K. H. Tsai, “Image Watermarking Based on Multiple Objective Genetic Algorithm,” in Proc. of The Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kyoto, Japan, pp. 102-105, 2009. (EI)
年度：2009
類別： 會議論文
摘要：
關鍵字：
著作名稱：H. C. Kuo, Jiann-Shu Lee and S. T. Kao, “An Autonomous License Plate Detection Method,” in Proc. of The Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kyoto, Japan, pp. 110-113, 2009. (EI)
年度：2009
類別： 會議論文
摘要：
關鍵字：
著作名稱：M. C. Hsieh and Jiann-Shu Lee, “AR Marker Capacity Increasing for Kindergarten English Learning,” Proceedings of the International MultiConference of Engineers and Computer Scientists 2008 Vol I, IMECS 2008, 19-21 March, 2008, Hong Kong.
年度：2008
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, K. Y. Huang, S. T. Kao and S. F. Lin, “Face Recognition by Integrating Chin Outline,” in Proc. of The Fourth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Harbin, China, pp. 567-571, 2008 (ISBN: 9780769532783). (EI)
年度：2008
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, S. C. Su, “The Bowl-Throwing Result Analysis for Bowling Game,”, in Proc. of The Second International Conference on Innovative Computing, Information and Control, Kumamoto City International Center, Kumamoto, Japan, page 166, 2007 (ISBN: 9780769528823). (EI)
年度：2007
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, S. C. Su, S. T. Pan, “The Bowl Result Detection for Bowling Game Videos,” Lecture Notes in Engineering and Computer Science, Newswood Limited, IMECS 2007, pp. 1844-1847.
年度：2007
類別： 會議論文
摘要：
關鍵字：
著作名稱：S. T. Pan, Jiann-Shu Lee, and C. C. Lai, “Identification of Chaotic Systems by Neural Network with Hybrid Learning Algorithm,” Lecture Notes in Engineering and Computer Science Newswood Limited IMECS 2007, p.243-248.
年度：2007
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Y. N. Sun, C. M. Weng, C. J. Lin, S. H. Yeh, “Automatic Assessment of Knee Osteoarthritis Parameters from Two-Dimensional X-ray Image,” Proceedings of the First International Conference on Innovative Computing, Information and Control - Volume 2, pp. 673-676, 2006. (IEEE Computer Society, ISBN:0-7695-2616-0) (EI)
年度：2006
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Y. M. Kuo and P. C. Chung. “The Adult Image Identification Based on Online Sampling,” Proceedings of the 2006 IEEE World Congress on Computational Intelligence (WCCI) - International Joint Conference on Neural Networks (IJCNN), pp. 4873-4878, Vancouver, BC, Canada, July 16-21, 2006.
年度：2006
類別： 會議論文
摘要：
關鍵字：
著作名稱：Y. M. Kuo, Jiann-Shu Lee and P. C. Chung. “The Naked Image Detection Based on Automatic White Balance Method,” Proceedings of the 2006 International Computer Symposium (ICS) on Image Processing, Computer Graphics and Multimedia Technologies, pp. 990-994, Taipei, Taiwan, December 4-6, 2006.
年度：2006
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Y. N. Sun, C. M. Weng, C. J. Lin, S. H. Yeh and S. C. Su, “A Biplane-Based Approach to Knee Joint Reconstruction without Calibration,” Lecture Notes in Engineering and Computer Science, Newswood Limited IMECS 2006, p.595-598, 2006.
年度：2006
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, S. T. Liang and K. C. Hsu 2003, “Promoting Watermark Performance by Using Energy Reallocation,” Proceedings of the IEEE 2003 International Symposium on Computers and Communications, pp. 783-788.
年度：2003
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Chin-Tsorng Tsai, and Tsao-Hwei Ko 2003,“Image Watermarking Through Attacking Simulation,” accepted by 2003 7th Joint Conference on Information Sciences
年度：2003
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, 2002, “A fully automated femur and patella segmentation approach to magnetic resonance images of the knee articular,” Proc. Of the 17th Int. Conf. on Computers and Their Applications, pp. 90-93.
年度：2002
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Jia-Jin Chen, and Chi-Hsuan Lin, 2002, “An integrated optical footprint analysis system,” Proceedings of the 12th Nordic Baltic Conference of Biomedical Engineering and Medical Physics, pp. 96-98.
年度：2002
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, 2001, “A computational approach to junction detection,” Proceedings of the ISCA 14th Int. Conf. On Parallel and Distributed Computing Systems, pp. 121-125.
年度：2001
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yi-Nung Chung, Wen-Hsin Ho, Ching-Tsornh Tsai, Jzau-Sheng Lin, 2001, “Segmentation of magnetic resonance knee image: integrating thresholding and edge detection,” Proceeding of the 14th CVGIP, pp. 141
年度：2001
類別： 會議論文
摘要：
關鍵字：
著作名稱：M. P. Chen, C. T. Tsai, J. S. Lin and Jiann-Shu Lee, 2000, “Solving polygonal approximation by a transiently chaotic neural network with simulated annealing,” CVGIP,.Vol. 1, pp. 400-407.
年度：2000
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, C. T. Tsai, C. H. Pen, and K. L. Chao, 2000, “A real time collaboration system for teleradiology consultation,” Proceedings of the fifth symposium on Computer and Communication Technology, pp.1B22-1B27.
年度：2000
類別： 會議論文
摘要：
關鍵字：
著作名稱：C.T. Tsai, M.P. Chen, J.S. Lin, J.S. Lee, and P.C. Chung, Solving polygonal approximation by a transiently chaotic neural network with simulated annealing, 2000 13th IPPR Conference on Computer vision, graphics and image processing, vol.1, pp.400-407, 2000.
年度：2000
類別： 會議論文
摘要：
關鍵字：
著作名稱：蔡清欉, 陳銘平, 李建樹, 林灶生和 鍾翼能, 2000, “Transient chaotic annealing neural network for clustering problems”, Fifth Conference on Artificial Intelligence and Applications, pp.495-502.
年度：2000
類別： 會議論文
摘要：
關鍵字：
著作名稱：Wen-Huei Lin, Chin-Hsing Chen, and Jiann-Shu Lee, 1999/4, “Application of wavelet extrema to 2D object recognition with viewing angle change,” 4th Multimedia Technology and Application Symposium, pp. 240-247.
年度：1999
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jzau-Sheng Lin, Chin-Tsorng Tsai, and Jiann-Shu Lee, 1999/7 “Image edge detection through an annealed chaotic competitive learning network,” 12th IPPR Conference on Computer Vision, Graphic and Image Processing, pp. 372-379.
年度：1999
類別： 會議論文
摘要：
關鍵字：
著作名稱：K. H. Tsai, S. K. Tsai, J. J. Liang, Jiann-Shu Lee, YS Deng. November 2-6, 1999, “Design and development of page turner for disabled people,” 第三屆海峽兩岸工業設計研討會， p41-46，北京
年度：1999
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee , Yung-Nien Sun, and Xi-Zhang Lin, 1998,“Ultrasonic liver image classification using multiscale features,”accepted by the International Conference on Imaging Science, System and Technology.
年度：1998
類別： 會議論文
摘要：
關鍵字：
著作名稱：Wen-Huei Lin, Chin-Hsing Chen, and Jiann-Shu Lee, 1995,”Interpolation for 3D reconstruction using wavelet transforms,”SPIE, vol.2501, pp.1076-1087.
年度：1995
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Chin-Hsing Chen, Yung-Nien Sun, and Guan-Shu Tseng, 1995,“Occluded objects recognition using multiscale features and Hopfield neural network,”accepted by the International Conference on Image Analysis and Processing.
年度：1995
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Chin-Hsing Chen, Guan-Shu Tseng, and Yung-Nien Sun 1994,“A New multiscale based shape recognition method,”accepted by International Workshop on Syntactic and Structural Pattern Recognitiion.
年度：1994
類別： 會議論文
摘要：
關鍵字：
著作名稱：Yung-Nien Sun, Jiann-Shu Lee, Jai-Chie Chang, and Wei-Jen Yao 1994, “Three-dimensional reconstruction of kidney from ultrasonic images,” Proceedings of the IEEE Workshop on Biomedical Image Analysis, pp. 43 –49.
年度：1994
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Chin-Hsing Chen, Yung-Nien Sun, and Yung-Long Guo 1994,“Texture segmentation using multiscale extrema,”Proc. of IPPR, pp.200-204.
年度：1994
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yung-Nien Sun, and Chin-Hsing Chen, 1993,“Gray-level-based corner detection by using the wavelet transform,”IEEE Region 10 Conference on Computer, Communication, Control and Power Engineering, Proceedings. TENCON '93, 1993 , vol.2, pp. 970 -973.
年度：1993
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Chin-Hsing Chen, and Yung-Nien Sun, 1993,“Boundary-based corner detection using wavelet transform,” International Conference on, Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings. , Page(s): 513 -516 vol.4
年度：1993
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yung-Nien Sun, and Chin-Hsing Chen, 1992,“Wavelet transform for corner detection,”IEEE International Conference on Systems Engineering, pp.596 -599.
年度：1992
類別： 會議論文
摘要：
關鍵字：
著作名稱：Jiann-Shu Lee, Yung-Nien Sun, and Chin-Hsing Chen, 1992,“Wavelet based corner detection,”Proc. of IPPR Conf. on Computer Vision, Graphics and Image Processing, pp.314-321.
年度：1992
類別： 會議論文
摘要：
關鍵字：
著作名稱：Z. H. Chen, Z. Q. Zhuang, F. H. Huang, and Jiann-Shu Lee, “User-preference-oriented multi-objective optimization algorithm,” International Computer Symposium (ICS), pp. 1045-1049, 2010.
年度：2010
類別： 會議論文
摘要：
關鍵字：
著作名稱：李建樹,林聖峰, “應用於上機課程之人臉辨識系統”, 2007 TAAI.
年度：2007
類別： 會議論文
摘要：
關鍵字：
著作名稱：李建樹，謝維城，蔡清欉，楊晴雯，黃鈴玲, 2002/6 “以SOAP為基礎的緊急醫療資訊交換系統建置之研究,” Proceedings of 2002 symposium on digital life and internet technologies, pp. 89
年度：2002
類別： 會議論文
摘要：
關鍵字：
著作名稱：李建樹，徐國強，2002/12 “以轉換為基礎的浮水印嵌入法,” Proceedings of the 2002 R&D Achievements Forrum of Changhua-Yunlin-Chiayi Regional Colleges and Universities, pp. 90.
年度：2002
類別： 會議論文
摘要：
關鍵字：
著作名稱：林淇鉉、陳家進、李建樹、畢柳鶯, 2001, ”Real-time footprint acquisition and analysis system,” Proceedings of 2001 Conference on Biomedical Engineering Technology, pp. 683-684.
年度：2001
類別： 會議論文
摘要：
關鍵字：