Electrical and Electronic Engineering

Electrical and Electronic Engineering is an open access journal that provides rapid publication of articles in all areas of the subject. The journal welcomes the submission of manuscripts that meet the general criteria of significance and scientific excellence.

Wen-Jyi Hwang

Editorial Board Member of Electrical and Electronic Engineering

Professor, Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan

Research Areas

System-On-Chip, Multimedia Communications, Vlsi

Education

Ph.DDepartment of Electrical and Computer Engineering, University of Massachusetts at Amherst, U.S.A
M.S.E.C.E.Department of Electrical and Computer Engineering, University of Massachusetts at Amherst, U.S.A

Experience

2006-2010Department Chairman, Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan
2003-presentProfessor, Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan
2000-2003Professor, Department of Electrical Engineering, Chung Yuan Christian University, Taiwan
1993-2000Associate Professor, Department of Electrical Engineering, Chung Yuan Christian University, Taiwan

Membership

Member of Editorial Board, Advances in Internet of Things, Scientific Research Publishing, 2011-Now
Member of Editorial Board, Journal of Engineering, Mehta Press, 2010-NOW
Member of Editorial Advisory Board, The Open Artificial Intelligence Journal, Bentham Press, 2008-NOW
Vice Program Chair, IEEE International Conference on Computational Science and Engineering, 2010
Program Committee Member, IEEE International Conference on Frontier of Computer Science and Technology, Shanghai, 2009
Program Committee Member, International Workshop on Embedded Software Optimization, Shanghai, China, 2008
Program Committee Member, IEEE International Symposium on Embedded Computing, Beijing, China., 2008
Technical Program Committee Member, IEEE International Conference on Embedded Software and Systems, Chengdu, Sichuan, China, 2008
Technical Program Committee Member, National Symposium on Telecommunications, Taipei, Taiwan, 2007
Planning Committee Member, TANET 2007, Taipei, Taiwan, 2007
Program Committee Member, International Conference on Embedded and Ubiquitous Computing, Seoul, South Korea, 2006
International Scientific Committee Member, The International Conference on Signal Processing, Computational Geometry and Artificial Vision, Malta, 2005

Publications: Conferences/Workshops/Symposiums/Journals/Books

[1]  Hui-Ya Li, Wen-Jyi Hwang, and Chia-Yen Chang, "Efficient Fuzzy C-Means Architecture for Image Segmentation, " Sensors, Vol. 11, pp.6697-6718, 2011. (SCI)
[2]  Hui-Ya Li, Chia-Lung Hung, Wen-Jyi Hwang, Yi-Tsan Hung, ``Efficient Pipelined Architecture for Competitive Learning, " Journal of Parallel and Distributed Computing, Vol.71, pp.236-244, 2011. (SCI)
[3]  Hui-Ya Li, Yao-Jung Yeh, and Wen-Jyi Hwang, `` Fast kNN Classification Based on Softcore CPU and Reconfigurable Hardware, " Intelligent Automation and Soft Computing, Vol. 17, pp.431-446, 2011. (SCI)
[4]  Wen-Jyi Hwang, Chih-Chieh Hsu, Hui-Ya Li, Sheng-Kai Weng, and Tsung-Yi Yu, `` High Speed C-means Clustering in Reconfigurable Hardware, " Microprocessors and Microsystems, pp.237-246, 2010. (SCI)
[5]  Wen-Jyi Hwang and Chien-Min Ou, ``Efficient Header Classification Architecture for Network Intrusion Detection, " Journal of Information Science and Engineering, pp.1839-1854, 2009. (SCI)
[6]  Wen-Jyi Hwang, Chien-Min Ou, Ying-Nan Shih, Chia-Tien Dan Lo, `` High Throughput and Low Area Cost FPGA-Based Signature Match Circuit for Network Intrusion Detection, " Journal of the Chinese Institute of Engineers, Vol. 32, No. 3, pp. 397-405, 2009. (SCI)
[7]  Wen-Jyi Hwang, Sheng-Kai Weng, and Ting-Kuan Lin, `` Efficient Memetic Vector Quantizer Design Based On Reconfigurable Hardware and Softcore Processor, " Journal of the Chinese Institute of Engineers, pp.905-914, 2009. (SCI)
[8]  Huang-Chung Roan, Wen-Jyi Hwang, Chia-Tien Dan Lo, and Wei-Jhih Huang, ``Network Intrustion Detection Based on Shift-OR Circuit, " Journal of Information Science and Engineering, pp.1229-1239, 2008. (SCI)
[9]  Wen-Jyi Hwang, Wen-Kang Wei and Yao-Jung Yeh, ``FPGA Implementation of Full-Search Vector Quantization Based on Partial Distance Search, " Microprocessors and Microsystems, pp.516-528, 2007. (SCI)
[10]  Wen-Jyi Hwang, Hui-Ya Li and Yao-Jung Yeh, `` FPGA Implementation of Competitive Learning with Partial Distance Search in the Wavelet Domain, " Chapter 8 of the Book Progress in Neurocomputing Research, Edited by G. B. Kang, pp.203-221, Nova Science Publishers, 2007.
[11]  Chien-Min Ou, Wen-Jyi Hwang, Wen-Wei Hu, Tsung-Yen Lo, ``Concurrent Genetic Optimization for Joint Design of Source and Channel Codes, " Neurocomputing, pp. 130-138, 2006. (SCI)
[12]  Chien-Min Ou, Wen-Jyi Hwang, Tsung-Yen Lo and Hui-Hsien Wei, ``Low Complexity Adaptive Error Control for Reiceiver-Driven Layered Video Multicast, "Journal of the Chinese Institute of Engineers, pp. 1215-1226, 2006 (SCI)
[13]  Wen-Jyi Hwang, Chien-Min Ou and Chun-Wei Wang, ``Adaptive Variable Rate Motion Vector Quantization, " pp. 377-382, Journal of the Chinese Institute of Engineers, 2006. (SCI)
[14]  Chien-Min Ou, Wen-Jyi Hwang and Chu-Ting Chou, ``Scalable Layered Multiple Description Video Transmission Systems Based on H.264, " International Journal of Electrical Engineering, pp.365-379, 2006. (EI)
[15]  Wen-Jyi Hwang, Chien-Min Ou and Chin-Ming Yeh, ``Genetic Channel-Optimized Vector Quantizer Design for Burst Error Channels, " pp.345-357, Neurocomputing, 2005. (SCI)
[16]  Chien-Min Ou, Chian-Feng Le, and Wen-Jyi Hwang, "An Efficient VLSI Architecture for H.264 Variable Block Size Motion Estimation, " IEEE Trans. Consumer Electronics, Nov. 2005. (SCI)
[17]  Wen-Jyi Hwang, Chien-Min Ou, Ching-Chong Hsu and Tsung-Yen Lo, `` Iterative Optimization for Joint Design of Source and Channel Codes Using Genetic Algorithms, " pp. 803-810, Journal of the Chinese Institute of Engineers, 2005. (SCI)
[18]  Wen-Jyi Hwang, Jing-Fung Chen, Yu-Chun Huang and Yu-Chun Huang, "Layered Video Coding Based on Displaced Frame Difference Prediction and Multi-resolution Block Matching, " pp. 1504-1513, IEEE Trans. Communications, 2004. (SCI)
[19]  Wen-Jyi Hwang, Chien-Min Ou and Ray-Chiang Lin, "Layered Video Transmission Based on Genetic Programming for Lossy Channels, " pp. 361-372, Neurocomputing, 2004. (SCI)
[20]  Wen-Jyi Hwang, Chien-Min Ou and Chin-Ming Yeh, "Robust Vector Quantization for Burst Error Channels, " pp. 737-742, Journal of the Chinese Institute of Engineers, 2004. (SCI)
[21]  Wen-Jyi Hwang, Chien-Min Ou, Wen-Ming Lu and Chun-Fu Lin, "VLSI Architecture for Motion Vector Quantization, " pp.237-242, IEEE Trans. Consumer Electronics, 2003. (SCI)
[22]  Wen-Jyi Hwang, Chine-Fung Chine and Kuo-Jung Li, "Scalable Medical Data Compression and Transmission Using Wavelet Transform for Telemedicine Applications, " pp.54-63, IEEE Trans. Information Technology in BioMedicine, 2003. (SCI)
[23]  Wen-Jyi Hwang, Chine-Fung Chine and Wen-Liang Hwang, "Scalable and Robust Image Transmission Using Block-Based Layered Set Partitioning in Hierarchical Trees, " pp.1397-1407, Optical Engineering, 2003. (SCI)
[24]  Wen-Jyi Hwang, Chung-Kun Wu and Ching-Fung Chine, "Robust Image Transmission over ATM Networks Based on Scalable Wavelet Coding, " Optical Engineering, pp. 2208-2215, 2002. (SCI)
[25]  Wen-Jyi Hwang, Chung-Kun Wu and Kuo-Jung Li, "Layered Set Partitioning in Hierarchical Tree for Image Coding, " pp. 149-156, Signal Processing, 2002. (SCI)
[26]  Wen-Jyi Hwang and Yi-Chou Chen, "Robust Transmission Based on Variable-Rate Error Control and Genetic Programming, " pp. 25-27 IEEE Communication Letters, 2002.(SCI)
[27]  Wen-Jyi Hwang and Yu-Chun Huang, "Entropy-Constrained Motion Vector Quantization, " Journal of the Chinese Institute of Electrical Engineering, pp. 85-90, 2002.(EI)
[28]  Wen-Jyi Hwang and Ray-Shine Lin, "Robust Layered Image Transmission Based on Genetic Programming for Noisy Channels, " Optical Engineering, pp. 245-251, 2001. (SCI)
[29]  Wen-Jyi Hwang, Faa-Jeng Lin, Shi-Chiang Liao, and Jeng-Hsin Huang, "A Novel Fuzzy Entropy-Constrained Competitive Learning Algorithm for Image Coding, " Neurocomputing, pp. 197-208, 2001. (SCI)
[30]  Wen-Jyi Hwang, Chine-Fung Chine and Sheng-Lin Hong, "Genetic Fuzzy Entropy-Constrained Vector Quantization, " Journal of the Chinese Institute of Engineering, pp. 369-377, 2001. (SCI)
[31]  Wen-Jyi Hwang and Yu-Chun Huang, "Multistage Motion Vector Quantization for Video Coding, " Optical Engineering, pp. 1994-2002, 2000. (SCI)
[32]  Wen-Jyi Hwang, Faa-Jeng Lin and Chin-Tsai Lin, "Fuzzy Channel-Optimized Vector Quantization, " IEEE Communication Letters, pp. 408-410, 2000.
[33]  Wen-Jyi Hwang and Tung-Yuan Tsai, "Adaptive Motion Vector Quantization for Video Coding, " IEICE Trans. Fundamentals of Electronics, Communications and Computer Sciences, pp. 1486-1492, 2000. (SCI)
[34]  Wen-Jyi Hwang, Maw-Rong Leou, Shih-Chiang Liao, and Chienmin Ou, "A Novel Compatitive Learning Technique for the Design of Variable-Rate Vector Quantizers with Reproduction Vector Training in the Wavelet Domain, "IEICE Trans. Information and Systems, pp.1781-1789, 2000.(SCI)
[35]  Wen-Jyi Hwang, Bo-Yuan Ye and Chin-Tsai Lin, "A Novel Competitive Learning Algorithm for the Parametric Classification with Gaussian Distributions, " Pattern Recognition Letters, pp. 375-380, 2000. (SCI)
[36]  Wen-Jyi Hwang, Ray-Shine Lin, Wen-Liang Hwang and Chung-Kun Wu, "Multiplication-Free Fast Codeword Search Algorithm Using Haar Transform with Squared-Distance Measure, " Pattern Recognition Letters, pp. 399-405, 2000. (SCI)
[37]  Chun-Li Hou, Wen-Jyi Hwang, Jeng-Jer Shaw, Chen-Chuan Huang and Yang-Hung Chen, "CCII-based Minimum Phase Floating Admittance Function Simulators Employing a Current-Mode Filter, " International Journal of Electronics, pp.1331-1339, 2000.(SCI)
[38]  Wen-Jyi Hwang, Wen-Liang Hwang and Yeong-Cherng Lu, "Layered Image Transmission Based on Embedded Zerotree Wavelet Coding, " Optical Engineering, pp. 1326-1334, 1999. (SCI)
[39]  Wen-Jyi Hwang, Bo-Yuan Ye and Shi-Chiang Liao, "A Novel Entropy-Constrained Competitive Learning Algorithm for Vector Quantization, " Neurocomputing, pp. 133-147, 1999. (SCI)
[40]  Wen-Jyi Hwang and Sheng-Lin Hong, "Genetic Entropy-Constrained Vector Quantizer Design Algorithm, " Optical Engineering, pp. 233-239, 1999. (SCI)
[41]  Wen-Jyi Hwang and Sheng-Lin Hong, "A Fuzzy Entropy-Constrained Vector Quantizer Design Algorithm and Its Applications to Image Coding, " IEICE Trans. Fundamentals of Electronics, Communications and Computer Sciences, pp. 1109-1116, 1999. (SCI)
[42]  Faa-Jeng Lin, Wen-Jyi Hwang and Rong-Jong Wei, "A Supervisory Fuzzy Neural Network Control System for Tracking Periodic Inputs, " IEEE Trans. Fuzzy Systems, pp. 41-52, 1999. (SCI)
[43]  Wen-Jyi Hwang, Sen-Shiang Jeng and Maw-Rong Leou, "Fast Codeword Search Technique for the Encoding of Variable-Rate Vector Quantizers, " IEE Proceedings Vision, Image and Signal Processing, Vol. 145, No. 2, pp. 103-108, 1998. (SCI)
[44]  Wen-Jyi Hwang, Yue-Shen Tu and Yeong-Cherng Lu, "A Novel Variable-Rate Classified Vector Quantizer Design Algorithm for Image Coding, " IEICE Trans. Fundamentals of Electronics, Communications and Computer Sciences, pp. 1498-1506, 1998. (SCI)
[45]  Wen-Jyi Hwang, Yi-Chong Zeng and Shi-Chiang Liao, "A Fast and Efficient Competitive Learning Design Algorithm Based on Weight Vector Training in Transform Domain, " Journal of Chinese Institute of Engineering, pp. 625-631, 1998.(SCI)
[46]  Faa-Jeng Lin, Wen-Jyi Hwang, and Rong-Jong Wei, "Ultrasonic Motor Servo-Drive with Online Trained Neural-Network Model-Following Controller, " IEE Proceedings Electr. Power Appl., pp. 105-110, 1998. (SCI)
[47]  Wen-Jyi Hwang, Chun-Ming Chang, and Yi-Chong Zeng, "A New Block-Matching Algorithm Based on Subspace and Partial Distance Search Techniques in the Wavelet Domain, " IEEE Trans. Consumer Electronics, 1998. (SCI)
[48]  Wen-Jyi Hwang and Kuo-Wei Wen, "Fast k-NN Classification Algorithm Based on Partial Distance Search, " Electronics Letters, pp. 2062-2063, 1998. (SCI)
[49]  Wen-Jyi Hwang, Ching-Jiang Hwang, and Yeong-Cherng Lu, "Restoration of Noisy Image Sequences Using Markov Random Fields, " Journal of The Chinese Institute of Electrical Engineering, pp. 99-105, 1998.
[50]  Wen-Jyi Hwang, Rong-Fu Hwu and Maw-Rong Leou, "Multiresolution Progressive Image Transmission with Storage and Transmission Time Constrains, " IEEE Trans. on Consumer Electronics, Vol. 43, No. 4, pp. 1132-1142, 1998. (SCI)
[51]  Wen-Jyi Hwang, Yue-Shen Tu and Yeong-Chereng Lu, "Storage and Entropy-Constrained Classified Vector Quantization, " IEEE Trans. on Consumer Electronics, Vol.43, No.4, pp.1252-1261, 1997.(SCI)
[52]  Wen-Jyi Hwang, Bo-Yuan Ye and Lin-Yin Lai, "Nonparametric Classfier Design Using Greedy Tree-Structured Vector Quantization Technique, " Pattern Recognition Letters, Vol. 18, pp. 409-414, 1997. (SCI)
[53]  Wen-Jyi Hwang, Faa-Jeng Lin and Yi-Chong Zeng, "Fast Design Algorithm for Competitive Learning, " Electronics Letters, Vol. 33, No. 17, pp. 1469-1470, 1997. (SCI)
[54]  Wen-Jyi Hwang and Biing-Yau Chen, "Fast Vector Quantization Encoding Algorithm Using Zero-Tree Data Structure, " Electronics Letters, Vol. 33, No. 15, pp. 1290-1291, 1997. (SCI)
[55]  Wen-Jyi Hwang, Yeong-Cherng Lu and Yi-Chong Zeng, "Fast Block-Matching Algorithm for Video Coding, "Electronics Lletters, pp.833-834, 1997.(SCI)
[56]  Wen-Jyi Hwang, Sen-Shiang Jeng and Biing-Yau Chen, "Fast Codeword Search Algorithm Using Wavelet Transform and Partial Distance Search Techniques, " Electronic Letters, Vol. 33, No. 5, pp. 365-366, 1997. (SCI)
[57]  Wen-Jyi Hwang and Bo-Yuan Ye, "Storage-and Entropy-Constrained Multi-Stage Vector Quantization and Its Application to Progressive Image Transmission, " IEEE Trans. on Consumer Electronics, Vol. 43, No. 1, pp. 17-23, 1997. (SCI)
[58]  Wen-Jyi Hwang, Biing-Yau Chen, and Sen-Shiang Jeng, "A Fast Vector Quantization Encoding Method Using Wavelet Transform, " Pattern Recognition Letters, pp. 73-76, 1997. (SCI)
[59]  Wen-Jyi Hwang, "Source Coding Theorem for Cyclostationary Gaussian Sources, "Journal of the Chinese Institute of Engineers, pp.27-38, 1997.(SCI)
[60]  Wen-Jyi Hwang, Yeong-Cherng Lu and Ching-Jiang Hwang, "Novel Object-Matching Motion Compensation Algorithm and Its Application to Video Coding, " Chung-Yuan Journal, pp.55-61, 1996.
[61]  Wen-Jyi Hwang and Haluk Derin, "Multi-stage Storage and Entropy-Constrained Tree-Structured Vector Quantization, "IEEE Trans. Signal processing, pp.1801-1810, 1996.(SCI)
[62]  Wen-Jyi Hwang and Haluk Derin, " Multi-Resolution Multi-Resource Progressive Image Transmission, " IEEE Trans. Image Processing, pp. 1128-1140, 1995.(SCI)
[63]  Hui-Ya Li, Cheng-Tsun Yang, Wen-Jyi Hwang, ``Efficient VLSI Architecture for Fuzzy C-Means Clustering in Reconfigurable Hardware, " IEEE International Conference on Frontier of Computer Science and Technology, 2009. (EI)
[64]  Hui-Ya Li, Yao-Jung Yeh, Wen-Jyi Hwang, and Cheng-Tsun Yang, ``High Speed k-Winner-Take-ALL Competitive Learning in Reconfigurable Hardware, " Lecture Notes in Artificial Intelligence (IEA/AIE 2009), Vol. 5579, pp. 594-603, 2009. (EI)
[65]  Hui-Ya Li, Wen-Jyi Hwang, Chih-Chieh Hsu, and Chia-Lung Hung, ``Efficient K-Means VLSI Architecture for Vector Quantization, " Lecture Notes in Computer Science (SCIA 2009), Vol. 5575, pp.440-449, 2009. (EI)
[66]  Sheng-Kai Weng, Chien-Min Ou, and Wen-Jyi Hwang, ``VLSI Architecture for Fast Memetic Vector Quantizer Design on Reconfigurable Hardware, " Lecture Notes in Computer Science (ICA3PP 2009), Vol. 5574, pp.513-524, 2009. (EI)
[67]  Kai-Fu Chan, Wen-Jyi Hwang, Chih-Peng Lin and Tun-Hao Yu, ``Priority Early Frame Discard Algorithm for TCP-Based Video Streaming, " Communications in Computer and Information Science (FGCN 2009), Vol. 56, pp.25-32, 2009. (EI)
[68]  Chih-Peng Lin, Chia-Yi Jan, Wen-Jyi Hwang and Tun-Hao Yu, ``CDN Based Video Streaming Using Dynamic Bandwidth Allocation, " Communications in Computer and Information Science (FGCN 2009), Vol. 56, pp. 33-40, 2009. (EI)
[69]  Yi-Chih Tung, Chien-Min Ou, Wen-Jyi Hwang,, and Wei-De Wu, ``Service Discovery of IP Cameras Using SIP and Zeroconf Protocols, " Lecture Notes in Computer Science (ATC2008), Vol. 5060, 2008.
[70]  Chien-Min Ou, Che-Yu Yeh, Yong-Long Su, Wen-Jyi Hwang, and Jing-Fung Chen, ``FPGA Implementation of Content-Based Music Retrieval Systems, " IEEE Internation Conference on Embedded Software and Systems Symposia, 2008.
[71]  Hui-Ya Li, Yao-Jung Yeh and Wen-Jyi Hwang, ``Using Wavelet Transform and Partial Distance Search to Implement kNN Classifier on FPGA with Multiple Modules, " Lecture Notes in Computer Science (ICIAR 2007), pp.1105-1116, 2007.
[72]  Yao-Jung Yeh, Hui-Ya Li, Wen-Jyi Hwang and Chiung-Yao Fung, ``FPGA Implementation of kNN Classifier Based on Wavelet Transform and Partial Distance Search, " Lecture Notes in Computer Science (SCIA 2007), pp. 512-512, 2007.
[73]  Huang-Chun Roan, Chien-Min Ou, Wen-Jyi Hwang and Chia-Tien Dan Lo, ``Efficient Logic Circuit for Network Intrusion Detection, " Lecture Notes in Computer Science (EUC 2006), Vol. 4096, pp.776-784, 2006. (SCI)
[74]  Chien-Min Ou, Huang-Chun Roan and Wen-Jyi Hwang, ``Fractional Full-Search Motion Estimation VLSI Architecture for H.264/AVC, " Lecture Notes in Computer Science (PSIVT 2006), Vol. 4319, pp.861-868, 2006. (SCI)
[75]  Chien-Min Ou, Wen-Jyi Hwang and Hung-Chuan Yung, ``Design of Robust Communication Systems Using Genetic Algorithms, " Lecture Notes in Computer Science (EuroGP 2006), Vol. 3905, pp.270-279, 2006. (SCI)
[76]  Jing-Fung Chen, Wen-Jyi Hwang and Mei-Hwa Liu, ``JPEG2000-Based Resolution and Rate-Constrained Layered Image Coding, " Lecture Notes in Computer Science (ICIAR 2006), Vol. 4141, pp.535-546, 2006. (SCI)
[77]  Huang-Chun Roan, Wen-Jyi Hwang and Chia-Tien Dan Lo, ``Shift-Or Circuit for Efficient Network Intrusion Detection Pattern Matching, " IEEE International Conference on Field Programmable Logic and Applications (FPL 2006), Madrid Spain, 2006.
[78]  Sheng-Cheng Yeh, Kai-Fu Chan and Wen-Jyi Hwang, ``Designing an Integrated Voice, Video and Instant Message Service system in SIP-Based IP Networks, " IEEE TENCON, Hong Kong, 2006.
[79]  Chia-Tien Dan Lo, Yi-Gang Tai, Kleanthis Psarris, Wen-Jyi Hwang, ``Super Fast Hadrware String Matching, " IEEE International Conference on Field Programmable Technology (FPT 2006), Bangkok, Thailand, 2006.
[80]  Wen-Jyi Hwang, Chien-min Ou, and Chi-Min Yeh, "Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm, " 11th European Symposium on Artificial Neural Networks, 2003.
[81]  Jen-Chang Liu, Wen-Liang Hwang and Wen-Jyi Hwang, "An ARQ-based Diversity System for Transmission of EZW Compressed Images over Noisy Channels, " IEEE International Conference on Image Processing, 2002.
[82]  Wen-Jyi Hwang, Chienmin Ou, Shi-Chiang Liao and Ching-Fung Chine, "Fuzzy Entropy-Constrained Competitive Learning Algorithm, " 8th European Symposium on Artificial Neural Networks, 2000.
[83]  Wen-Jyi Hwang and Chin-Tsai Lin, "Fuzzy Channel-Optimized Vector Quantization for Image Coding, " IEEE International Conference on Acoustics, Speech and Signal Processing, 2000.
[84]  Jen-Chang Liu, Wen-Liang Hwang, Wen-Jyi Hwang and Ming-Syan Chen, "A Multi-Channel Channel-Optimized Scheme for EZW Using Rate-Distortion Functions, " IEEE International Conference on Image Processing, 2000.
[85]  Jen-Chang Liu, Wen-Liang Hwang, Wen-Jyi Hwang and Ming-Syan Chen, "Robust Block-Based EZW Image Compression with Channel Noise Optimized Rate-Distortion Functions, " IEEE International Conference on Image Processing, 1999.
[86]  Wen-Jyi Hwang, Maw-Rong Leou, Bo-Yuan Ye, and Shi-Chiang Liao, "Entropy-Constrained Vector Quantizer Design Algorithm using Competitive Learning Technique, " Proceeding IEEE GLOBECOM, Sydney, 1998.
[87]  Wen-Jyi Hwang, Faa-Jeng Lin and Yi-Chong Zeng, "A Novel Competitive Learning Algorithm Using Wavelet Transform, " International Symposium on Multimedia Information Processing, Academia Sinica, Taiwan, 1997.
[88]  Wen-Jyi Hwang, Sen-Shiang Jeng and Biing-Yau Chen, "A Fast Search Algorithm for Vector Quantization Using Wavelet Transform, " The Seventh IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, 1996.
[89]  Wen-Jyi Hwang, Yen-Liang Chen and Yu-Chu Chang, "Storage-and Entropy-Constrained Multi-Stage Vector Quantization, " Proceeding IEEE GLOBECOM, 1995.
[90]  Wen-Jyi Hwang and Haluk Derin"Multi-Resolution Multi-Rate Progressive Image Transmission, " Proc. IEEE Asilomar Conf. on Signals, Systems and Computer, 1993.