Jyh-Yeong Chang
Name Jyh-Yeong Chang
Job title Professor
Email jychang@mail.nctu.edu.tw
Research expertise Digital Signal Processing Neural Networks
Teaching fields Introduction to Digital Signal Processing
Instructed students-related 鄭育奇
Year Paper Title
2012 Shinq-Jen Wu;Cheng-Tao Wu; and Jyh-Yeong Chang, " Fuzzy-based Self-interactive Multi-objective Evolution Optimization for Reverse Engineering of Biological Networks" VOL. 20, NO. 5, OCTOBER 2012 , Oct. 2012
2012  Lun-De Liao ;Chin-Teng Lin ;  McDowell, K. ;  Wickenden, A.E. ; Gramann, K. ;  Tzyy-Ping Jung ;  Li-Wei Ko ;  Jyh-Yeong Chang "Biosensor Technologies for the Augmented Brain-Computer Interface in the Next Decades", Volume: 100 Page(s): 1553 - 1566, Oct. 2012" target='_blank'>  Lun-De Liao ;Chin-Teng Lin ;  McDowell, K. ;  Wickenden, A.E. ; Gramann, K. ;  Tzyy-Ping Jung ;  Li-Wei Ko ;  Jyh-Yeong Chang "Biosensor Technologies for the Augmented Brain-Computer Interface in the Next Decades", Volume: 100 Page(s): 1553 - 1566, Oct. 2012
2012 , Lin CT, Shih YY, Duong TQ, Lai HY, Wang PH, Wu R, Tsang S, Chang JY, Li ML, Chen YY. "Transcranial imaging of functional cerebral hemodynamic changes in single blood vesselsusing in vivo photoacoustic microscopy", 2012 Jun;32(6):938-51. doi: 10.1038/jcbfm.2012.42. Epub 2012 Apr 4., Oct. 2012" target='_blank'> Liao LD, Lin CT, Shih YY, Duong TQ, Lai HY, Wang PH, Wu R, Tsang S, Chang JY, Li ML, Chen YY. "Transcranial imaging of functional cerebral hemodynamic changes in single blood vesselsusing in vivo photoacoustic microscopy", 2012 Jun;32(6):938-51. doi: 10.1038/jcbfm.2012.42. Epub 2012 Apr 4., Oct. 2012
2012  Lun-De Liao; Chi-Yu Chen; I-Jan Wang;Sheng-Fu Chen;Shih-Yu Li;Bo-Wei Chen; Jyh-Yeong Chang;  Chin-Teng Lin,"Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors", Published:28 January 2012
 
, Oct. 2012
2011 J. Y. Chang, and J. J. Sheu, “Fuzzy Rule Inference Based Human Activity Recognition,” in preparation., Jul. 2011
2011 M. H. Chen and J. Y. Chang, "Model Reduction for Continuous- and Discrete-Time Systems via Squared-Magnitude Responses Matching by Linear Programming,” International Journal of Systems Science, vol. 22, no. 4, pp. 723–734, Apr. 1991. (NSC 80-0404-E-009-08), Jul. 2011
2011 J. Y. Chang, S. W. Lee, and M. F. Horng, “Image Sequence Correspondence via Hopfield Neural Networks,” Optical Engineering, vol. 31, no. 7, pp. 1531–1538, Jul. 1993., Jul. 2011
2011 J. Y. Chang and C. C. Wu, “Design of a Hopfield-Type Associative Memory with Maximal Basin of Attraction,＂Electronics Letters, vol. 29, no. 24, pp. 2128–2130, Nov. 1993. (NSC 84-2213-E-009-134), Jul. 2011
2011 J. Y. Chang and J. L. Chen, “Applying Fuzzy Logic in the Modified Single-Layer Perceptron Image Segmentation Network,” The Journal of the Chinese Institute of Engineers, vol. 23, no. 2, pp. 197–210, Mar. 2000. (SCI & EI; NSC 87-2623-D-009-012), Jul. 2011
2011 J. Y. Chang, “Face Expression Recognition and its Symbolic Command Application for Intelligent Man-Machine Interface under Virtual Environment,’’ Engineering Science and Technology Bulletin, NSC, vol. 48, pp. 83–85, June 2000. (NSC 87-2213-E-009-134), Jul. 2011
2011 J. L. Chen, J. Y. Chang, and K. L. Shieh, “2-D Discrete Signal Interpolation and its Image Resampling Application Using Fuzzy Rule-Based Inference,” Fuzzy Sets and Systems, vol.114, pp. 225–238, Sep. 2000. (SCI & EI; NSC 87-2213-E-009-134), Jul. 2011
2011 J. Y. Chang, S. T. Lo, and C. F. Li, “Fuzzy Stroke Type Identification and Recognition of Handwritten Chinese Characters,” International Journal of Fuzzy Systems, vol. 2, no. 4, pp. 291–299, Dec. 2000. (EI; NSC 84-2212-E-009-061), Jul. 2011
2011

J. L. Chen and J. Y. Chang, “Fuzzy Perceptron Neural Networks for Classifiers with Numerical Data and Linguistic Rules as Inputs,” IEEE Transactions on Fuzzy Systems, vol. 8, no. 6, pp. 730–745, Dec. 2000. (SCI & EI; NSC 85-2213-E-009-119)

, Jul. 2011
2011 J. Y. Chang and J. L. Chen, “Automated Facial Expression Recognition System usingNeural Networks,” The Journal of the Chinese Institute of Engineers. vol. 24, no, 3, pp. 345–356, May 2001. (SCI & EI; NSC 87-2213-E-009-134), Jul. 2011
2011 J. Y. Chang, W. F. Hu, M. F. Cheng, and B. S. Chang, “Digital Image Translational and Rotational Motion Stabilization Using Optical Flow Technique,” IEEE Trans. Consumer Electronics, vol. 48, no. 1, pp. 108–116, Feb. 2002. (SCI & EI; NSC 90-2623-7-009-015), Jul. 2011
2011 J. Y. Chang, and C. W. Cho, “Scene Analysis System Using a Combined Fuzzy Logic-Based Technique,” The Journal of the Chinese Institute of Engineers, vol. 25, no. 3, pp. 297–307, May 2002. (SCI & EI; NSC 89-2213-E-009-215), Jul. 2011
2011 J. Y. Chang and C. W. Cho, “Enlarging Attraction Basin Design for Second-Order Associative Memories,” Machine Intelligence and Robotic Control, vol. 4, no. 4, pp. 159–162, Dec. 2002. (SCI and EI; NSC 90-2213-E-009-107), Jul. 2011
2011 C. T. Lin, I. F. Chung, H. C. Pu, T. H. Lee, and J. Y. Chang, “GA-based Neural Fuzzy Decision Tree for Mixed Scheduling in ATM Networks,” IEEE Trans. Syst., Man, and Cybern., B., vol. 32, no. 6, pp. 832–845, Dec. 2002. (SCI & EI), Jul. 2011
2011 J. Y. Chang and C. W. Cho, “Second-Order Asymmetric BAM Design with a Maximal Radius of Attraction,” IEEE Trans. Syst., Man, and Cybern., A, vol. 33, no. 4, pp. 421–428, July 2003. (SCI & EI; NSC 90-2213-E-009-107), Jul. 2011
2011 C. T. Lin, R. C. Wu, J. Y. Chang, and S. F. Liang, “A Novel Prosodic-Information Synthesizer Based on Recurrent Fuzzy Neural Network for the Chinese TTS System,” IEEE Trans. Syst., Man, and Cybern., B, vol. 34, no. 1, pp. 309–324, Feb. 2004. (SCI & EI)., Jul. 2011
2011 J. L. Chen and J. Y. Chang, “ Fuzzy Classifier Augmented Median Filters for Image Restoration,” IEEE Trans. Instrum. Meas., vol. 53, no. 2, pp. 351–356, Apr. 2004. (SCI & EI; NSC 89-2213-E-009-215), Jul. 2011
2011 J. Y. Chang and S. M. Lu, “Image Blocking Artifact Suppression by the Modified Fuzzy Rule Based Filter,” International Journal of Fuzzy Systems, vol. 6, no. 2, pp. 81–89, June 2004. (EI; NSC 90-2213-E-009-107), Jul. 2011
2011 J. Y. Chang, C.W. Cho, S.H. Hsieh, and S.T. Chen “Genetic Algorithm Based Fuzzy ID3 Algorithm,” Lecture Notes in Computer Science, vol. 3316, Springer, pp. 829–835, 2004. (SCI; EX-91-E-FA06-4-4), Jul. 2011
2011 J .Y. Chang, C.W. Cho, and S. M. Lu, “A Fuzzy Integral Based Information Fusion for Drowsiness Detection,” International Journal of Fuzzy Systems, vol. 7, no. 2, pp. 63–71, June 2005. (EI; EX-91-E-FA06-4-4 and NSC 93-2218-E-009-024)., Jul. 2011
2011

J. Y. Chang and S. M. Lu “A Two-Stage Fuzzy Filtering Method to Restore Images Contaminated by Mixed Impulse and Gaussian Noises,” Lecture Notes in Artificial Intelligence, vol. 4029, Springer, pp. 740–749, 2006. (SCI; NSC 94-2213-E-009-0097, EX-91-E-FA06-4-4, and 94-EC-17-A-02-S1-032)

, Jul. 2011
2011 Y. C. Luo and J. Y. Chang, “Foreground Image Extraction in the HSV Color Space,” Image and Recognition, vol. 13, no. 3, Sep. 2007. (NSC 94-2213-E-009-0097, EX-91-E-FA06-4-4, and 94-EC-17-A-02-S1-032), Jul. 2011
2011 J. Y. Chang, J. J. Sheu, and Y. S. Shih, “Fuzzy K-Nearest Neighbor Classifier to Predict Protein Solvent Accessibility,” Lecture Notes in Computer Science, vol. 4985, Springer, pp. 837–845, Mar. 2008. (NSC 95-2221-E-009-212, EX-94-E-FA06-4-4, and 94-EC-17-A-02-S1-032), Jul. 2011
2011 S. F. Liang, S. M. Lu, J. Y. Chang and C. T. Lin , “A Novel Two-Stage Impulse Noise Removal Technique Based on Neural Networks and Fuzzy Decision,” IEEE Transactions on Fuzzy Systems, vol. 16, no. 4, pp. 863–873, Aug. 2008. (SCI and EI, NSC 95-2221-E-009-212), Jul. 2011
2011 C. T. Lin, L. D. Liao, Y. H. Liu, I. J. Wang, B. S. Lin, and J. Y. Chang, “Novel Dry Polymer Foam Electrodes for Long-Term EEG Measurement,” Accepted (Dec. 2010) and to appear IEEE Transactions on Biomedical Engineering., Jul. 2011
2011 Y. H. Chen, Paul C.-P. Chao, C. W. Chiu, M. Y. Tsai J. Y. Chang, and S. K. Lin,“A New Two-DOF Rotational Optical Image Stabilizer,” Accepted (Dec. 2010) and to appear Journal of Microsystem Technologies., Jul. 2011
Year Paper Title
2011 S. M. Lu, J. Y. Chang, and C. T. Lin, “Fuzzy Classifier Augmented Median Filters for Image Restoration,” in Proc. 2001 Ninth National Conf. On Fuzzy Theory and Its Applications, pp. 134-139, Chung-Li, Nov., 2001., Jul. 2011
2011 J. Y. Chang, S. M. Lu, and C. T. Lin, “Image Blocking Noise Suppression by Fuzzy Rule Based Filter,” in Proc. 2002 Tenth National Conf. On Fuzzy Theory and Its Applications, pp. A4-6, Hsinchu, Dec., 2002., Jul. 2011
2011 J. Y. Chang, and S. M. Lu “Image Blocking Artifact Suppression by the Modified Fuzzy Rule Based Filter,” in Proc. 2003 IEEE International conference on Systems, Man, and Cybernetics, Washington D. C., USA, 2003. (Invited Paper), Jul. 2011
2011 J. Y. Chang and C. W. Cho, “A Fuzzy ART Scene Analysis Technique with its Application to Vehicle Detection,” in Proc. 2003 The Jointal Conf. on AI, Fuzzy System, and Grey System, pp. B044, Taipei, Dec., 2003., Jul. 2011
2011 J. Y. Chang, C.W. Cho, S.H. Hsieh and S.T. Chen “Genetic Algorithm Based Fuzzy ID3 Algorithm,” in Proc. 2004 International Conference on Neural Information Processing Systems, Calcutta, India, Nov. 2004., Jul. 2011
2011 J.Y. Chang, C.W. Cho, and S.H. Hsieh, “Genetic Algorithm Based Fuzzy ID3 Method for Symbolic and Numerical Data Learning,” in Proc. 2004 Twelfth National Conf. On Fuzzy Theory and Its Applications, I-Lan, Taiwan, Nov. 2004., Jul. 2011
2011 J. Y. Chang and C. W. Cho, “A New Scene Analysis Using Genetic Algorithm Based Fuzzy ID3 Method,” in Proc. 2005 International Joint Conference on Neural Networks, Montreal, Canada, July 31-Aug. 4, 2005., Jul. 2011
2011 J.Y. Chang, and C.W. Cho, “Genetic Algorithm Based Fuzzy ID3 Method for Scene Analysis,” in Proc. 2005 Thirteenth National Conf. On Fuzzy Theory and Its Applications, Kaohsiung, Taiwan, Sep. 2005., Jul. 2011
2011 J.Y. Chang, C. W. Cho, and S. M. Lu, “A Fuzzy Integral Based Information Fusion for Drowsiness Detection,” in Proc. 2005 International Conference on Neural Information Processing Systems, Taipei, Taiwan, Oct. 2005., Jul. 2011
2011 J. Y. Chang, and C. W. Cho “Vision-Based Front Vehicle Detection and Its Distance Estimation,” in Proc. 2006 IEEE International conference on Systems, Man, and Cybernetics, Taipei., Taiwan, Oct. 2006. (Invited Paper), Jul. 2011
2011 J. Y. Chang, C. T. Leu, and C. W. Cho, “Fuzzy Rule Inference Based Human Activity Recognition for Health Care Applications,” in Proc. 2006 CACS Automatic Control Conference, Tamsui, Taiwan, Nov. 2006., Jul. 2011
2011 J. Y. Chang, and C. W. Cho “Vision-Based Forward-Looking Traffic Scene Analysis Scheme,” in Proc. 2007 IEEE International Intelligent Vehicles Symposium-IV'07, Istanbul, Turkey, June 13-15, 2007., Jul. 2011
2011 J. Y. Chang and Y. C. Luo, “Extracting the Foreground Image in the HSV Color Space and Its Application to Human Activity Recognition Systems,” in Proc. 2007 CACS Automatic Control Conference, Taichung, Taiwan, Nov. 2006., Jul. 2011
2011 J.Y. Chang, J. J. Sheu, and Y. S. Shih, “Fuzzy K-Nearest Neighbor Classifier to Predict Protein Solvent Accessibility,” (Invited paper) Proc. 2007 International Conference on Neural Information Processing Systems, Kitakyushu, Japan, Nov. 2007., Jul. 2011
2011 J. Y. Chang, J. J. Sheu, and Y. S. Shih, “Predicting Protein Solvent Accessibility by Fuzzy K-Nearest Neighbors,” in Proc. 2007 Thirteenth National Conf. On Fuzzy Theory and Its Applications, Yu-lin, Taiwan, Dec. 2007., Jul. 2011
2011 T. H. Li and J. Y. Chang, “Subject Direction Detection Using the Silhouette and Face,” in Proc. 2008 CACS International Automatic Control Conf., Tainan, Taiwan, Nov. 21-23, 2008., Jul. 2011
2011 J. Y. Chang, J. J. Sheu, and C. W. Cho, “ Fuzzy Rule Inference Based Human Activity Recognition,” in Proc. 2009 IEEE Multi-conference on Systems and Control, Saint Petersburg, Russia, July 8-10, 2009., Jul. 2011
2011 H.C. Tseng, J. J. Sheu and J. Y. Chang, “Human Detection and Depth estimation Using Automatic Image Segmentation,” in Proc. 2009 CACS International Automatic Control Conf., Taipei, Taiwan, Nov. 27-29, 2009., Jul. 2011
2011 J. J. Sheu, Y. C. Luo and J. Y. Chang, “Foreground Image Extraction in the HSV Color Space,” in Proc. 7th Int. Conf. on Electrical Engineering, Cairo, Egypt, May 25-27 2010., Jul. 2011
2011 S. H. Liao, C. T. Lin, and J. Y. Chang, “Preliminary study on additive radial basis function network,” in Proc. 2010 IEEE Int. Conf. Systems, Man, and Cybernetics, Istanbul, Turkey, Oct. 2010., Jul. 2011
2011 M. F. Han, C. T. Lin, and J. Y. Chang, “A compensatory neurofuzzy system with online constructing and parameter learning,” in Proc. 2010 IEEE Int. Conf. Systems, Man, and Cybernetics, Istanbul, Turkey, Oct. 2010., Jul. 2011
2011 Y. Y. Lin, J. Y. Chang, and C. T. Lin, “An Internal/Interconnection Recurrent Type-2 Fuzzy Neural Network (IRT2FNN) for dynamic system identification,” in Proc. 2010 IEEE Int. Conf. Systems, Man, and Cybernetics, Istanbul, Turkey, Oct. 2010., Jul. 2011
2011 L. D. Liao, Y. Y. Shih, H. Y. Lai, Y. Y. Chen, C. T. Lin, J. Y. Chang, and M. L. Li, “Transcranial functional photoacoustic microscopy of cerebral hemodynamic changes in single vessels,” in Proc. 2010 Int. Symp. Biomedical Eng., Kaohsiung, Taiwan, Dec. 10-11, 2010.(特優獎), Jul. 2011
Project Category Year Project Title Participator Job Title Period Unit
Research Projects 2011 Jyh-Yeong Chang 2011.08 ~ 2013.07
Research Projects 2010 2010.12 ~ 2011.07
Research Projects 2010 2010.08 ~ 2012.07
Research Projects 2010 Jyh-Yeong Chang 2010.08 ~ 2013.07
Publish Date Patent Title
2011/07/28
Country School Name Department Degree Duration
U. S. A. University of North Carolina Electrical Engineering Ph. D. 1982.08 ~ 1987.08
Organization Title Department Job Title Duration
2010.05 ~ 2013.01
2010.05 ~ 2012.05
National Chiao Tung University Department of Electrical and Control Engineering Professor 0000.01 ~ Up to today
Honor Category Year
External Honor 2011