Advances in Neural Networks – ISNN 2005: Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II

Front Matter....Pages -
A New Approach for Classification: Visual Simulation Point of View....Pages 1-7
A Novel Classifier with the Immune-Training Based Wavelet Neural Network....Pages 8-13
Fisher Subspace Tree Classifier Based on Neural Networks....Pages 14-19
Classification Algorithms Based on Fisher Discriminant and Perceptron Neural Network....Pages 20-25
Robust Classification of Immunity Clonal Synergetic Network Inspired by Fuzzy Integral....Pages 26-31
An Improved Optimal Pairwise Coupling Classifier....Pages 32-38
Improvement on Response Performance of Min-Max Modular Classifier by Symmetric Module Selection....Pages 39-44
Principle for Outputs of Hidden Neurons in CC4 Network....Pages 45-50
Chunk Incremental LDA Computing on Data Streams....Pages 51-56
A Novel Clustering Method Based on SVM....Pages 57-62
Clustering High-Dimensional Data Using Growing SOM....Pages 63-68
A Novel Clustering Algorithm Based upon a SOFM Neural Network Family....Pages 69-74
Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods....Pages 75-80
Selection of Optimal Features for Iris Recognition....Pages 81-86
Application of Multi-weighted Neuron for Iris Recognition....Pages 87-92
Robust Precise Eye Location by Adaboost and SVM Techniques....Pages 93-98
Classification-Based Face Detection Using Compound Features....Pages 99-104
Face Recognition Using RBF Neural Networks and Wavelet Transform....Pages 105-111
Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints....Pages 112-117
Gabor Features-Based Classification Using SVM for Face Recognition....Pages 118-123
An Experimental Evaluation of Linear and Kernel-Based Classifiers for Face Recognition....Pages 124-130
A Study on Illumination Invariant Face Recognition Methods Based on Multiple Eigenspaces....Pages 131-136
Boosted Independent Features for Face Expression Recognition....Pages 137-146
Intelligent Immigration Control System by Using Passport Recognition and Face Verification....Pages 147-156
Recognition of Finger Spelling of American Sign Language with Artificial Neural Network Using Position/Orientation Sensors and Data Glove....Pages 157-164
Fingerprint Minutia Recognition with Fuzzy Neural Network....Pages 165-170
Fingerprint Classification Based on Curvature Sampling and RBF Neural Networks....Pages 171-176
Palmprint Recognition Based on Translation Invariant Zernike Moments and Modular Neural Network....Pages 177-182
Gait Recognition Using Independent Component Analysis....Pages 183-188
Nighttime Pedestrian Detection with a Normal Camera Using SVM Classifier....Pages 189-194
Signature Recognition and Verification with Artificial Neural Network Using Moment Invariant Method....Pages 195-202
Handwritten Digit Recognition with Kernel-Based LVQ Classifier in Input Space....Pages 203-208
Recognition of English Business Cards Using Enhanced Hybrid Network....Pages 209-215
A Novel Approach for License Plate Recognition Using Subspace Projection and Probabilistic Neural Network....Pages 216-221
Automatic Authentication Technique Based on Supervised ART-2 and Polynomial Spline Pyramid Algorithm....Pages 222-225
Neural Network Based Online Feature Selection for Vehicle Tracking....Pages 226-231
TextCC: New Feed Forward Neural Network for Classifying Documents Instantly....Pages 232-237
A Neural Network Model for Hierarchical Multilingual Text Categorization....Pages 238-245
Chinese Syntactic Category Disambiguation Using Support Vector Machines....Pages 246-250
A Clustering Algorithm for Chinese Text Based on SOM Neural Network and Density....Pages 251-256
Automatic Caption Detection in Video Frames Based on Support Vector Machine....Pages 257-261
Selection of ICA Features for Texture Classification....Pages 262-267
Feature Selection and Fusion for Texture Classification....Pages 268-273
Scene Classification Using Adaptive Processing of Tree Representation of Rectangular-Shape Partition of Images....Pages 274-280
Shape Recognition Based on Radial Basis Probabilistic Neural Network and Application to Plant Species Identification....Pages 281-285
Image Recognition Using Synergetic Neural Network....Pages 286-291
Content Based Retrieval and Classification of Cultural Relic Images....Pages 292-297
Obscene Image Recognition Based on Model Matching and BWFNN....Pages 298-303
Classification of SAR Imagery Using Multiscale Self-organizing Network....Pages 304-309
Mixture of Experts for Stellar Data Classification....Pages 310-315
A Neural Network Model for Extraction of Salient Contours....Pages 316-320
A Mechanism for Extracting Optical Virtual Contours of Discrete Dot Stimuli....Pages 321-326
Using Self-organizing Map for Mental Tasks Classification in Brain-Computer Interface....Pages 327-332
Speech Recognition Using Stereo Vision Neural Networks with Competition and Cooperation....Pages 333-338
Speech Recognition of Finite Words Based on Multi-weight Neural Network....Pages 339-344
Continuous Speech Research Based on Two-Weight Neural Network....Pages 345-350
Two-Domain Feature Compensation for Robust Speech Recognition....Pages 351-356
On Kernel Discriminant Analyses Applied to Phoneme Classification....Pages 357-362
Automatic News Audio Classification Based on Selective Ensemble SVMs....Pages 363-368
A Compound Statistical Model Based Radar HRRP Target Recognition....Pages 369-374
A Radar Target Multi-feature Fusion Classifier Based on Rough Neural Network....Pages 375-380
Automatic Digital Modulation Recognition Based on ART2A-DWNN....Pages 381-386
Recognition of Radiated Noises of Ships Using Auditory Features and Support Vector Machines....Pages 387-392
Feature Selection and Identification of Underground Nuclear Explosion and Natural Earthquake Based on Gamma Test and BP Neural Network....Pages 393-398
An Adaptive Neural Network Classifier for Tropical Cyclone Prediction Using a Two-Layer Feature Selector....Pages 399-404
Feature Point Matching of Affine Model Images Using Hopfield Network....Pages 405-410
Nonlinear System Modeling Using Wavelet Networks....Pages 411-417
Robust Modeling for Nonlinear Dynamic Systems Using a Neurofuzzy Approach with Iterative Optimization....Pages 418-423
Modelling of Chaotic Systems with Recurrent Least Squares Support Vector Machines Combined with Stationary Wavelet Transform....Pages 424-429
Adding Value to System Dynamics Modeling by Using Artificial Neural Network....Pages 430-435
Least Squares Wavelet Support Vector Machines for Nonlinear System Identification....Pages 436-441
Wavelet Support Vector Machines and Its Application for Nonlinear System Identification....Pages 442-447
Comparative Assessment of Interval and Affine Arithmetic in Neural Network State Prediction....Pages 448-453
Identification of Duffing’s Equation with Dynamic Recurrent Neural Network....Pages 454-459
An Intelligent System for Dynamic System State Forecasting....Pages 460-465
Sequential Extraction Algorithm for BSS Without Error Accumulation....Pages 466-471
A Learning Framework for Blind Source Separation Using Generalized Eigenvalues....Pages 472-477
Post-nonlinear Blind Source Separation Using Neural Networks with Sandwiched Structure....Pages 478-483
A Novel Approach for Underdetermined Blind Sources Separation in Frequency Domain....Pages 484-489
A Neural Network Blind Separation Method Based on Special Frequency Bins....Pages 490-495
Application of Blind Source Separation to Time Delay Estimation in Interference Environments....Pages 496-501
Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels....Pages 502-507
A Novel Blind Deconvolution Method for Single-Output Chaotic Convolution Mixed Signal....Pages 508-513
Stability Analysis of Multichannel Blind Deconvolution....Pages 514-519
Joint Diagonalization of Power Spectral Density Matrices for Blind Source Separation of Convolutive Mixtures....Pages 520-525
A Block-Adaptive Subspace Method Using Oblique Projections for Blind Separation of Convolutive Mixtures....Pages 526-531
FIR Convolutive BSS Based on Sparse Representation....Pages 532-537
Blind Separation Combined Frequency Invariant Beamforming and ICA for Far-field Broadband Acoustic Signals....Pages 538-543
Blind Source Separation-Based Encryption of Images and Speeches....Pages 544-549
A Digital Audio Watermarking Scheme Based on Blind Source Separation....Pages 550-555
Lidar Signal Processing for Under-Water Object Detection....Pages 556-561
Ultra-wideband Nearfield Adaptive Beamforming Based on a RBF Neural Network....Pages 562-567
Automatic Digital Modulation Recognition Using Support Vector Machines and Genetic Algorithm....Pages 568-573
A Unified Framework for Synthesis of Cosine-Modulated Filter Banks and Corresponding Wavelets....Pages 574-579
A Systematic Chaotic Noise Reduction Method Combining with Neural Network....Pages 580-585
A New Speech Enhancement Method for Adverse Noise Environment....Pages 586-591
A Subband Adaptive Learning Algorithm for Microphone Array Based Speech Enhancement....Pages 592-597
A Spiking Neuron Model of Auditory Neural Coding....Pages 598-604
Blind Feature Extraction for Time-Series Classification Using Haar Wavelet Transform....Pages 605-610
Prediction of Time Sequence Using Recurrent Compensatory Neuro-fuzzy Systems....Pages 611-617
Study of Nonlinear Multivariate Time Series Prediction Based on Neural Networks....Pages 618-623
Improving Ability of Passive Attacks of Chaotic Encryption by Using Neural Network....Pages 624-629
Chosen-Plaintext Cryptanalysis of a Clipped-Neural-Network-Based Chaotic Cipher....Pages 630-636
A Novel Identity-Based Key Issuing Scheme Based on Interacting Neural Network....Pages 637-642
The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting....Pages 643-650
A New Scheme for Blind Decomposition of Mixed Pixels Based on Non-negative Matrix Factorization....Pages 651-658
Representing Image Matrices: Eigenimages Versus Eigenvectors....Pages 659-664
A SIMD Neural Network Processor for Image Processing....Pages 665-672
MRF-MBNN: A Novel Neural Network Architecture for Image Processing....Pages 673-678
Using LM Artificial Neural Networks and η -Closest-Pixels for Impulsive Noise Suppression from Highly Corrupted Images....Pages 679-684
Two Novel Image Filters Based on Canonical Piecewise Linear Networks....Pages 685-689
A New Effective and Powerful Image Segmentation Method....Pages 690-697
A Novel Image Interpolator Based on Probabilistic Neural Network with Shapeness/Smoothness Adaptation....Pages 698-706
Contrast Enhancement for Image with Simulated Annealing Algorithm and Wavelet Neural Network....Pages 707-712
Adaptive Constructive Neural Networks Using Hermite Polynomials for Image Compression....Pages 713-722
Compression of Remote Sensing Images Based on Ridgelet and Neural Network....Pages 723-729
The SAR Image Compression with Projection Pursuit Neural Networks....Pages 730-734
Image Restoration Using Hopfield Neural Network Based on Total Variational Model....Pages 735-740
Pulse Coupled Neural Network Based Image Fusion....Pages 741-746
A Novel Image Fusion Method Based on SGNN....Pages 747-752
Multifocus Image Fusion Using Spatial Features and Support Vector Machine....Pages 753-758
A New Scheme for Fusion of Multispectral and Panchromatic Images Based on Residual Error....Pages 759-764
Binocular 3D Reconstruction Based on Neural Network....Pages 765-771
A Neural Network Based Lossless Digital Image Watermarking in the Spatial Domain....Pages 772-776
A Copy Attack Resilient Blind Watermarking Algorithm Based on Independent Feature Components....Pages 777-782
Watermarking Capacity Analysis Based on Neural Network....Pages 783-788
SVR-Based Oblivious Watermarking Scheme....Pages 789-794
An Audio Watermarking Scheme with Neural Network....Pages 795-800
Subsampling-Based Robust Watermarking Using Neural Network Detector....Pages 801-806
Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model....Pages 807-812
Evolving Optimal Feature Set by Interactive Reinforcement Learning for Image Retrieval....Pages 813-818
Perception-Oriented Prominent Region Detection in Video Sequences Using Fuzzy Inference Neural Network....Pages 819-827
The Application of Neural Network and Wavelet in Human Face Illumination Compensation....Pages 828-835
Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation....Pages 836-841
A Neural Model for Extracting Occluding Subjective Surfaces....Pages 842-847
Hopfield Neural Network Image Matching Based on Hausdorff Distance and Chaos Optimizing....Pages 848-853
Neural Network Based Fairing of Digitized Curves and Its Application....Pages 854-859
A Digital Image Encryption Scheme Based on the Hybrid of Cellular Neural Network and Logistic Map....Pages 860-867
Image Encryption Scheme Based on Chaotic Neural System....Pages 868-872
Effectiveness of Different Target Coding Schemes on Networks in Financial Engineering....Pages 873-878
Select the Size of Training Set for Financial Forecasting with Neural Networks....Pages 879-884
Estimating the Yield Curve Using Calibrated Radial Basis Function Networks....Pages 885-890
Fast ICA for Online Cashflow Analysis....Pages 891-896
Impacts of Internet Stock News on Stock Markets Based on Neural Networks....Pages 897-903
Coherent Risk Measure Using Feedfoward Neural Networks....Pages 904-909
Application of Evidence Theory and Neural Network in Warning System of Financial Risk....Pages 910-915
Novel Questionnaire-Responded Transaction Approach with SVM for Credit Card Fraud Detection....Pages 916-921
Learning of Neural Networks for Fraud Detection Based on a Partial Area Under Curve....Pages 922-927
Customer Churning Prediction Using Support Vector Machines in Online Auto Insurance Service....Pages 928-933
Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model....Pages E1-E1
Back Matter....Pages -