Advances in Neural Networks-isnn 2005

by Wang, Jun; Liao, Xiaofeng; Yi, Zhang

• ISBN13: 9783540259138
• ISBN10: 3540259139
• Format: Paperback
• Copyright: 2005-07-16
• Publisher: Springer-Verlag New York Inc

Summary

The three volume set LNCS 3496/3497/3498 constitutes the refereed proceedings of the Second International Symposium on Neural Networks, ISNN 2005, held in Chongqing, China in May/June 2005. The 483 revised papers presented were carefully reviewed and selected from 1.425 submissions. The papers are organized in topical sections on theoretical analysis, model design, learning methods, optimization methods, kernel methods, component analysis, pattern analysis, systems modeling, signal processing, image processing, financial analysis, control systems, robotic systems, telecommunication networks, incidence detection, fault diagnosis, power systems, biomedical applications, industrial applications, and other applications.

Table of Contents

Pattern Analysis
A New Approach for Classification: Visual Simulation Point of View	1	(7)
Zongben Xu
Deyu Meng
Wenfeng Jing
A Novel Classifier with the Immune-Training Based Wavelet Neural Network	8	(6)
Lei Wang
Yinling Nie
Weike Nie
Licheng Jiao
Fisher Subspace Tree Classifier Based on Neural Networks	14	(6)
Dongyue Chen
Xiaodan Lu
Liming Zhang
Classification Algorithms Based on Fisher Discriminant and Perceptron Neural Network	20	(6)
Hu Yang
Jianwen Xu
Robust Classification of Immunity Clonal Synergetic Network Inspired by Fuzzy Integral	26	(6)
Xiuli Ma
Shuang Wang
Licheng Jiao
An Improved Optimal Pairwise Coupling Classifier	32	(7)
Roger Xu
Tao Qian
Chiman Kwan
Improvement on Response Performance of Min-Max Modular Classifier by Symmetric Module Selection	39	(6)
Hai Zhao
Baoliang Lu
Principle for Outputs of Hidden Neurons in CC4 Network	45	(6)
Zhenya Zhang
Shuguang Zhang
Xufa Wang
Shuangping Chen
Hongmei Cheng
Chunk Incremental LDA Computing on Data Streams	51	(6)
Shaoning Pang
Seiichi Ozawa
Nikola Kasabov
A Novel Clustering Method Based on SVM	57	(6)
Jie Li
Xinbo Gao
Licheng Jiao
Clustering High-Dimensional Data Using Growing SOM	63	(6)
Junlin Zhou
Yan Fu
A Novel Clustering Algorithm Based upon a SOFM Neural Network Family	69	(6)
Junhao Wen
Kaiwen Meng
Hongyan Wu
Zhongfu Wu
Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods	75	(6)
Georg Polzlbauer
Andreas Rauber
Michael Dittenbach
Selection of Optimal Features for Iris Recognition	81	(6)
Hongying Gu
Zhiwen Gao
Fei Wu
Application of Multi-weighted Neuron for Iris Recognition	87	(6)
Wenming Cao
Jianhui Hu
Gang Xiao
Shoujue Wang
Robust Precise Eye Location by Adaboost and SVM Techniques	93	(6)
Xusheng Tang
Zongying Ou
Tieming Su
Haibo Sun
Pengfei Zhao
Classification-Based Face Detection Using Compound Features	99	(6)
Linlin Huang
Akinobu Shimizu
Hidefumi Kobatake
Face Recognition Using RBF Neural Networks and Wavelet Transform	105	(7)
Bicheng Li
Hujun Yin
Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints	112	(6)
Xiaorong Pu
Zhang Yi
Ziming Zheng
Wei Zhou
Mao Ye
Gabor Features-Based Classification Using SVM for Face Recognition	118	(6)
Yixiong Liang
Weiguo Gong
Yingjun Pan
Weihong Li
Zhenjiang Hu
An Experimental Evaluation of Linear and Kernel-Based Classifiers for Face Recognition	124	(7)
Congde Lu
Taiyi Zhang
Wei Zhang
Guang Yang
A Study on Illumination Invariant Face Recognition Methods Based on Multiple Eigenspaces	131	(6)
Wujun Li
Chongjun Wang
Dianjiang Xu
Bin Luo
Zhaojian Chen
Boosted Independent Features for Face Expression Recognition	137	(10)
Lianghua He
Jianzhong Zhou
Die Hu
Cairong Zou
Li Zhao
Intelligent Immigration Control System by Using Passport Recognition and Face Verification	147	(10)
Kwangbaek Kim
Recognition of Finger Spelling of American Sign Language with Artificial Neural Network Using Position/Orientation Sensors and Data Glove	157	(8)
Cemil Oz
Ming C. Leu
Fingerprint Minutia Recognition with Fuzzy Neural Network	165	(6)
Guang Yang
Daming Shi
Chai Quek
Fingerprint Classification Based on Curvature Sampling and RBF Neural Networks	171	(6)
Xuchu Wang
Jianwei Li
Yanmin Niu
Palmprint Recognition Based on Translation Invariant Zernike Moments and Modular Neural Network	177	(6)
Yanlai Li
Kuanquan Wang
David Zhang
Gait Recognition Using Independent Component Analysis	183	(6)
Jiwen Lu
Erhu Zhang
Zhigang Zhang
Yanxue Xue
Nighttime Pedestrian Detection with a Normal Camera Using SVM Classifier	189	(6)
Qiming Tian
Hui Sun
Yupin Luo
Dongcheng Hu
Signature Recognition and Verification with Artificial Neural Network Using Moment Invariant Method	195	(8)
Cemil Oz
Handwritten Digit Recognition with Kernel-Based LVQ Classifier in Input Space	203	(6)
Hairong Lv
Wenyuan Wang
Recognition of English Business Cards Using Enhanced Hybrid Network	209	(7)
Kwangbaek Kim
Jaehyun Cho
Amsuk Oh
A Novel Approach for License Plate Recognition Using Subspace Projection and Probabilistic Neural Network	216	(6)
Yafeng Hu
Feng Zhu
Xianda Zhang
Automatic Authentication Technique Based on Supervised ART-2 and Polynomial Spline Pyramid Algorithm	222	(4)
Ning Chen
Boqin Feng
Haixiao Wang
Hao Zhang
Neural Network Based Online Feature Selection for Vehicle Tracking	226	(6)
Tie Liu
Nanning Zheng
Hong Cheng
TextCC: New Feed Forward Neural Network for Classifying Documents Instantly	232	(6)
Zhenya Zhang
Shuguang Zhang
Enhong Chen
Xufa Wang
Hongmei Cheng
A Neural Network Model for Hierarchical Multilingual Text Categorization	238	(8)
Rowena Chau
Chunghsing Yeh
Kate A. Smith
Chinese Syntactic Category Disambiguation Using Support Vector Machines	246	(5)
Lishuang Li
Lihua Li
Degen Huang
Heping Song
A Clustering Algorithm for Chinese Text Based on SOM Neural Network and Density	251	(6)
Zhiqing Meng
Hongcan Zhu
Yihua Zhu
Gengui Zhou
Automatic Caption Detection in Video Frames Based on Support Vector Machine	257	(5)
Jianfeng Xu
Shaofa Li
Selection of ICA Features for Texture Classification	262	(6)
Xiangyan Zeng
Yenwei Chen
Deborah van Alphen
Zensho Nakao
Feature Selection and Fusion for Texture Classification	268	(6)
Shutao Li
Yaonan Wang
Scene Classification Using Adaptive Processing of Tree Representation of Rectangular-Shape Partition of Images	274	(7)
Wei Sun
Ken Lo
Zheru Chi
Shape Recognition Based on Radial Basis Probabilistic Neural Network and Application to Plant Species Identification	281	(5)
Jixiang Du
Deshuang Huang
Xiaofeng Wang
Xiao Gu
Image Recognition Using Synergetic Neural Network	286	(6)
Shuiping Gou
Licheng Jiao
Content Based Retrieval and Classification of Cultural Relic Images	292	(6)
Na Wei
M. Emre Celebi
Guohua Geng
Obscene Image Recognition Based on Model Matching and BWFNN	298	(6)
Xiaohua Liu
Zhezhou Yu
Libiao Zhang
Miao Liu
Chunguang Zhou
Chunxia Li
Catitang Sun
Li Zhang
Classification of SAR Imagery Using Multiscale Self-organizing Network	304	(6)
Xianbin Wen
Mixture of Experts for Stellar Data Classification	310	(6)
Yugang Jiang
Ping Guo
A Neural Network Model for Extraction of Salient Contours	316	(5)
Qiling Tang
Nong Sang
Tianxu Zhang
A Mechanism for Extracting Optical Virtual Contours of Discrete Dot Stimuli	321	(6)
Eunhwa Jeong
Keongho Hong
Using Self-organizing Map for Mental Tasks Classification in Brain-Computer Interface	327	(6)
Hailong Liu
Jue Wang
Chongxun Zheng
Speech Recognition Using Stereo Vision Neural Networks with Competition and Cooperation	333	(6)
Sung-III Kim
Speech Recognition of Finite Words Based on Multi-weight Neural Network	339	(6)
Yan Wu
Hongbo Wang
Mingxi Jin
Shoujue Wang
Continuous Speech Research Based on Two-Weight Neural Network	345	(6)
Wenming Cao
Xiaoxia Pan
Shoujue Wang
Two-Domain Feature Compensation for Robust Speech Recognition	351	(6)
Haifeng Shen
Gang Liu
Jun Guo
Qunxia Li
On Kernel Discriminant Analyses Applied to Phoneme Classification	357	(6)
Andras Kocsor
Automatic News Audio Classification Based on Selective Ensemble SVMs	363	(6)
Bing Han
Xinbo Gao
Hongbing Ji
A Compound Statistical Model Based Radar HRRP Target Recognition	369	(6)
Lan Du
Hongwei Liu
Zheng Bao
Junying Zhang
A Radar Target Multi-feature Fusion Classifier Based on Rough Neural Network	375	(6)
Yinshui Shi
Hongbing Ji
Xinbo Gao
Automatic Digital Modulation Recognition Based on ART2A-DWNN	381	(6)
Zhilu Wu
Xuexia Wang
Cuiyan Liu
Guanghui Ren
Recognition of Radiated Noises of Ships Using Auditory Features and Support Vector Machines	387	(6)
Xinhua Zhang
Chunyu Kang
Zhijun Xia
Feature Selection and Identification of Underground Nuclear Explosion and Natural Earthquake Based on Gamma Test and BP Neural Network	393	(6)
Daizhi Liu
Xihai Li
Bin Zhang
An Adaptive Neural Network Classifier for Tropical Cyclone Prediction Using a Two-Layer Feature Selector	399	(6)
Bo Feng
James N.K. Liu
Feature Point Matching of Affine Model Images Using Hopfield Network	405	(6)
Jinsi Tian
Jianbo Su
System Modeling
Nonlinear System Modeling Using Wavelet Networks	411	(7)
Seda Postalcioglu
Yasar Becerikli
Robust Modeling for Nonlinear Dynamic Systems Using a Neurofuzzy Approach with Iterative Optimization	418	(6)
Shirong Liu
Simon X. Yang
Jinshou Yu
Modelling of Chaotic Systems with Recurrent Least Squares Support Vector Machines Combined with Stationary Wavelet Transform	424	(6)
Jiancheng Sun
Lun Yu
Guang Yang
Congde Lu
Adding Value to System Dynamics Modeling by Using Artificial Neural Network	430	(6)
Changrui Ren
Yueting Chai
Yi Liu
Least Squares Wavelet Support Vector Machines for Nonlinear System Identification	436	(6)
Zhenhua Yu
Yuanli Cai
Wavelet Support Vector Machines and Its Application for Nonlinear System Identification	442	(6)
Xiangjun Wen
Yunze Cai
Xiaoming Xu
Comparative Assessment of Interval and Affine Arithmetic in Neural Network State Prediction	448	(6)
Marcela Jamett
Gonzalo Acuna
Identification of Duffing's Equation with Dynamic Recurrent Neural Network	454	(6)
Shan Liang
Qin Zhu
Mitsuaki Ishitobi
An Intelligent System for Dynamic System State Forecasting	460	(6)
Wilson Wang
Signal Processing
Sequential Extraction Algorithm for BSS Without Error Accumulation	466	(6)
Qiang Liu
Tianping Chen
A Learning Framework for Blind Source Separation Using Generalized Eigenvalues	472	(6)
Hailin Liu
Yiuming Cheung
Post-nonlinear Blind Source Separation Using Neural Networks with Sandwiched Structure	478	(6)
Chunhou Zheng
Deshuang Huang
Zhanli Sun
Li Shang
A Novel Approach for Underdetermined Blind Sources Separation in Frequency Domain	484	(6)
Ming Xiao
Shengli Xie
Yuli Fu
A Neural Network Blind Separation Method Based on Special Frequency Bins	490	(6)
Anqing Zhang
Xuxiu Zhang
Tianshuang Qiu
Xinhua Zhang
Application of Blind Source Separation to Time Delay Estimation in Interference Environments	496	(6)
Gaoming Huang
Luxi Yang
Zhenya He
Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels	502	(6)
Yuanqing Li
Andrzej Chichocki
Jianzhao Qin
A Novel Blind Deconvolution Method for Single-Output Chaotic Convolution Mixed Signal	508	(6)
Xiefeng Cheng
Yong Zhang
Zhiquan Feng
Ju Liu
Huibo Hu
Stability Analysis of Multichannel Blind Deconvolution	514	(6)
Bin Xia
Liqing Zhang
Joint Diagonalization of Power Spectral Density Matrices for Blind Source Separation of Convolutive Mixtures	520	(6)
Tiemin Mei
Jiangtao Xi
Fuliang Yin
Joe F. Chicharo
A Block-Adaptive Subspace Method Using Oblique Projections for Blind Separation of Convolutive Mixtures	526	(6)
Chunyi Peng
Xianda Zhang
Qutang Cai
FIR Convolutive BSS Based on Sparse Representation	532	(6)
Zhaoshui He
Shengli Xie
Yuli Fu
Blind Separation Combined Frequency Invariant Beamforming and ICA for Far-field Broadband Acoustic Signals	538	(6)
Qi Lv
Xianda Zhang
Ying Jia
Blind Source Separation-Based Encryption of Images and Speeches	544	(6)
Qiuhua Lin
Fuliang Yin
Hualou Liang
A Digital Audio Watermarking Scheme Based on Blind Source Separation	550	(6)
Xiaohong Ma
Chong Wang
Xiangping Cong
Fuliang Yin
Lidar Signal Processing for Under-water Object Detection	556	(6)
Vikramjit Mitra
Chiajiu Wang
Satarupa Banerjee
Ultra-wideband Nearfield Adaptive Beamforming Based on a RBF Neural Network	562	(6)
Min Wang
Shuyuan Yang
Shunjun Wu
Automatic Digital Modulation Recognition Using Support Vector Machines and Genetic Algorithm	568	(6)
Jie Li
Jing Peng
Heng Chu
Weile Zhu
A Unified Framework for Synthesis of Cosine-Modulated Filter Banks and Corresponding Wavelets	574	(6)
Ying Tan
A Systematic Chaotic Noise Reduction Method Combining with Neural Network	580	(6)
Min Han
Yuhua Liu
Jianhui Xi
Zhiwei Shi
A New Speech Enhancement Method for Adverse Noise Environment	586	(6)
Xiaohong Ma
Yu Wang
Wenlong Liu
Fuliang Yin
A Subband Adaptive Learning Algorithm for Microphone Array Based Speech Enhancement	592	(6)
Dongxia Wang
Fuliang Yin
A Spiking Neuron Model of Auditory Neural Coding	598	(7)
Guoping Wang
Misha Pavel
Blind Feature Extraction for Time-Series Classification Using Haar Wavelet Transform	605	(6)
Hui Zhang
Tubao Ho
Wei Huang
Prediction of Time Sequence Using Recurrent Compensatory Neuro-fuzzy Systems	611	(7)
Chi Yung Lee
Cheng Jian Lin
Study of Nonlinear Multivariate Time Series Prediction Based on Neural Networks	618	(6)
Min Han
Mingming Fan
Jianhui Xi
Improving Ability of Passive Attacks of Chaotic Encryption by Using Neural Network	624	(6)
Xin Yang
Xiyue Huang
Hanmin Huang
Chosen-Plaintext Cryptanalysis of a Clipped-Neural-Network-Based Chaotic Cipher	630	(7)
Chengqing Li
Shujun Li
Dan Zhang
Guanrong Chen
A Novel Identity-Based Key Issuing Scheme Based on Interacting Neural Network	637	(6)
Tieming Chen
Bo Chen
Jiamei Cai
The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting	643	(8)
Zheng Tian
Zi Jin
Fang He
Wei Ling
Image Processing
A New Scheme for Blind Decomposition of Mixed Pixels Based on Non-negative Matrix Factorization	651	(8)
Hao Zhou
Bin Wang
Liming Zhang
Representing Image Matrices: Eigenimages Versus Eigenvectors	659	(6)
Daoqiang Zhang
Songcan Chen
Jun Liu
A SIMD Neural Network Processor for Image Processing	665	(8)
Dongsun Kim
Hyunsik Kim
Hongsik Kim
Gunhee Han
Duckjin Chung
MRF-MBNN: A Novel Neural Network Architecture for Image Processing	673	(6)
Nian Cai
Jie Yang
Kuanghu Hu
Haitao Xiong
Using LM Artificial Neural Networks and η-Closest-Pixels for Impulsive Noise Suppression from Highly Corrupted Images	679	(6)
Pinar Civicioglu
Two Novel Image Filters Based on Canonical Piecewise Linear Networks	685	(5)
Xusheng Sun
Shuning Wang
Yuehong Wang
A New Effective and Powerful Image Segmentation Method	690	(8)
Yalin Miao
Xianglin Miao
Zhengzhong Bian
Kai Chen
Gang Yu
A Novel Image Interpolator Based on Probabilistic Neural Network with Shapeness/Smoothness Adaptation	698	(9)
Chinghan Chen
Shenghsien Hsieh
Contrast Enhancement for Image with Simulated Annealing Algorithm and Wavelet Neural Network	707	(6)
Changjiang Zhang
Xiaodong Wang
Haoran Zhang
Adaptive Constructive Neural Networks Using Hermite Polynomials for Image Compression	713	(10)
Liying Ma
Khashayar Khorasani
Compression of Remote Sensing Images Based on Ridgelet and Neural Network	723	(7)
Shuyuan Yang
Min Wang
Licheng Jiao
The SAR Image Compression with Projection Pursuit Neural Networks	730	(5)
Jian Ji
Zheng Tian
Wei Lin
Yanwei Ju
Image Restoration Using Hopfield Neural Network Based on Total Variational Model	735	(6)
Hongying Zhang
Yadong Wu
Qicong Peng
Pulse Coupled Neural Network Based Image Fusion	741	(6)
Min Li
Wei Cai
Zheng Tan
A Novel Image Fusion Method Based on SGNN	747	(6)
Zheng Qin
Fumin Bao
Aiguo Li
Multifocus Image Fusion Using Spatial Features and Support Vector Machine	753	(6)
Shutao Li
Yaonan Wang
A New Scheme for Fusion of Multispectral and Panchromatic Images Based on Residual Error	759	(6)
Zhirong Ge
Bin Wang
Liming Zhang
Binocular 3D Reconstruction Based on Neural Network	765	(7)
Mingxing Lin
Yongrui Zhao
Zhiguang Guan
Fenghua Ding
Qingxin Xu
Xiaohua Wang
A Neural Network Based Lossless Digital Image Watermarking in the Spatial Domain	772	(5)
Jun Sang
Mohammad S. Alam
A Copy Attack Resilient Blind Watermarking Algorithm Based on Independent Feature Components	777	(6)
Ju Liu
Huibo Hu
Jiande Sun
Yu Huang
Watermarking Capacity Analysis Based on Neural Network	783	(6)
Fan Zhang
Hongbin Zhang
SVR-Based Oblivious Watermarking Scheme	789	(6)
Yonggang Fu
Ruimin Shen
Hongtao Lu
Xusheng Lei
An Audio Watermarking Scheme with Neural Network	795	(6)
Chong Wang
Xiaohong Ma
Xiangping Cong
Fuliang Yin
Subsampling-Based Robust Watermarking Using Neural Network Detector	801	(6)
Wei Lu
Hongtao Lu
FuLai Chung
Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model	807	(6)
Li Shang
Deshuang Huang
Chunhou Zheng
Zhanli Sun
Evolving Optimal Feature Set by Interactive Reinforcement Learning for Image Retrieval	813	(6)
Jianbo Su
Fang Liu
Zhiwei Luo
Perception-Oriented Prominent Region Detection in Video Sequences Using Fuzzy Inference Neural Network	819	(9)
Congyan Lang
De Xu
Xu Yang
Yiwei Jiang
Wengang Cheng
The Application of Neural Network and Wavelet in Human Face Illumination Compensation	828	(8)
Zhongbo Zhang
Siliang Ma
Danyang Wu
Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation	836	(6)
Xiaodong Gu
Liming Zhang
A Neural Model for Extracting Occluding Subjective Surfaces	842	(6)
Keongho Hong
Eunhwa Jeong
Hopfield Neural Network Image Matching Based on Hausdorff Distance and Chaos Optimizing	848	(6)
Zhenghao Shi
Yaning Feng
Linhua Zhang
Shitan Huang
Neural Network Based Fairing of Digitized Curves and Its Application	854	(6)
Jianhua Hou
Zongying Ou
Mingen Guo
A Digital Image Encryption Scheme Based on the Hybrid of Cellular Neural Network and Logistic Map	860	(8)
Wei Zhang
Jun Peng
Huaqian Yang
Pengcheng Wei
Image Encryption Scheme Based on Chaotic Neural System	868	(5)
Shaojiang Deng
Linhua Zhang
Di Xiao
Financial Analysis
Effectiveness of Different Target Coding Schemes on Networks in Financial Engineering	873	(6)
Kidong Lee
Junghee Park
Sangjae Lee
Select the Size of Training Set for Financial Forecasting with Neural Networks	879	(6)
Wei Huang
Yoshiteru Nakamori
Shouyang Wang
Hui Zhang
Estimating the Yield Curve Using Calibrated Radial Basis Function Networks	885	(6)
Gyusik Han
Daewon Lee
Jaewook Lee
Fast ICA for Online Cashflow Analysis	891	(6)
Shangming Yang
Zhang Yi
Impacts of Internet Stock News on Stock Markets Based on Neural Networks	897	(7)
Xun Liang
Coherent Risk Measure Using Feedfoward Neural Networks	904	(6)
Hyoseok Lee
Jaewook Lee
Younggui Yoon
Sooyoung Kim
Application of Evidence Theory and Neural Network in Warning System of Financial Risk	910	(6)
Qingyu Xiong
Yinlin Huang
Shan Liang
Weiren Shi
Songsong Tan
Yinhua Lin
Novel Questionnaire-Responded Transaction Approach with SVM for Credit Card Fraud Detection	916	(6)
Rongchang Chen
Tungshou Chen
Yuer Chien
Yuru Yang
Learning of Neural Networks for Fraud Detection Based on a Partial Area Under Curve	922	(6)
Lae-Jeong Park
Customer Churning Prediction Using Support Vector Machines in Online Auto Insurance Service	928	(7)
Yeon Hur
Sehun Lim
Author Index	935