Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part II

Front Matter....Pages -
Design an Effective Pattern Classification Model....Pages 1-7
Classifying Unbalanced Pattern Groups by Training Neural Network....Pages 8-13
A Modified Constructive Fuzzy Neural Networks for Classification of Large-Scale and Complicated Data....Pages 14-19
A Hierarchical FloatBoost and MLP Classifier for Mobile Phone Embedded Eye Location System....Pages 20-25
Iris Recognition Using LVQ Neural Network....Pages 26-33
Minimax Probability Machine for Iris Recognition....Pages 34-39
Detecting Facial Features by Heteroassociative Memory Neural Network Utilizing Facial Statistics....Pages 40-48
Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories....Pages 49-54
A Facial Expression Classification Algorithm Based on Principle Component Analysis....Pages 55-62
Automatic Facial Expression Recognition....Pages 63-68
Facial Expression Recognition Using Active Appearance Model....Pages 69-76
Facial Expression Recognition Based on BoostingTree....Pages 77-84
KDA Plus KPCA for Face Recognition....Pages 85-92
Face Recognition Using a Neural Network Simulating Olfactory Systems....Pages 93-97
Face Recognition Using Neural Networks and Pattern Averaging....Pages 98-103
Semi-supervised Support Vector Learning for Face Recognition....Pages 104-109
Parts-Based Holistic Face Recognition with RBF Neural Networks....Pages 110-115
Combining Classifiers for Robust Face Detection....Pages 116-121
Face Detection Method Based on Kernel Independent Component Analysis and Boosting Chain Algorithm....Pages 122-127
Recognition from a Single Sample per Person with Multiple SOM Fusion....Pages 128-133
Investigating LLE Eigenface on Pose and Face Identification....Pages 134-139
Multimodal Priority Verification of Face and Speech Using Momentum Back-Propagation Neural Network....Pages 140-149
The Clustering Solution of Speech Recognition Models with SOM....Pages 150-157
Study on Text-Dependent Speaker Recognition Based on Biomimetic Pattern Recognition....Pages 158-164
A New Text-Independent Speaker Identification Using Vector Quantization and Multi-layer Perceptron....Pages 165-171
Neural Net Pattern Recognition Equations with Self-organization for Phoneme Recognition....Pages 172-177
Music Genre Classification Using a Time-Delay Neural Network....Pages 178-187
Audio Signal Classification Using Support Vector Machines....Pages 188-193
Gender Classification Based on Boosting Local Binary Pattern....Pages 194-201
Multi-view Gender Classification Using Local Binary Patterns and Support Vector Machines....Pages 202-209
Gender Recognition Using a Min-Max Modular Support Vector Machine with Equal Clustering....Pages 210-215
Palmprint Recognition Using ICA Based on Winner-Take-All Network and Radial Basis Probabilistic Neural Network....Pages 216-221
An Implementation of the Korean Sign Language Recognizer Using Neural Network Based on the Post PC....Pages 222-231
Gait Recognition Using Wavelet Descriptors and Independent Component Analysis....Pages 232-237
Gait Recognition Using Principal Curves and Neural Networks....Pages 238-243
An Adjacent Multiple Pedestrians Detection Based on ART2 Neural Network....Pages 244-252
Recognition Method of Throwing Force of Athlete Based on Multi-class SVM....Pages 253-258
A Constructive Learning Algorithm for Text Categorization....Pages 259-264
Short-Text Classification Based on ICA and LSA....Pages 265-270
Writer Identification Using Modular MLP Classifier and Genetic Algorithm for Optimal Features Selection....Pages 271-276
Self-generation ART Neural Network for Character Recognition....Pages 277-286
Handwritten Digit Recognition Using Low Rank Approximation Based Competitive Neural Network....Pages 287-292
Multifont Arabic Characters Recognition Using HoughTransform and Neural Networks....Pages 293-298
Recognition of English Calling Card by Using Multiresolution Images and Enhanced ART1-Based RBF Neural Networks....Pages 299-305
A Method of Chinese Fax Recipient’s Name Recognition Based on Hybrid Neural Networks....Pages 306-315
Fast Photo Time-Stamp Recognition Based on SGNN....Pages 316-321
Hierarchical Classification of Object Images Using Neural Networks....Pages 322-330
Structured-Based Neural Network Classification of Images Using Wavelet Coefficients....Pages 331-336
Remote Sensing Image Classification Algorithm Based on Hopfield Neural Network....Pages 337-342
Tea Classification Based on Artificial Olfaction Using Bionic Olfactory Neural Network....Pages 343-348
Distinguishing Onion Leaves from Weed Leaves Based on Segmentation of Color Images and a BP Neural Network....Pages 349-354
Bark Classification Based on Textural Features Using Artificial Neural Networks....Pages 355-360
Automated Spectral Classification of QSOs and Galaxies by Radial Basis Function Network with Dynamic Decay Adjustment....Pages 361-368
Feed-Forward Neural Network Using SARPROP Algorithm and Its Application in Radar Target Recognition....Pages 369-374
Camera Calibration and 3D Reconstruction Using RBF Network in Stereovision System....Pages 375-382
A Versatile Method for Omnidirectional Stereo Camera Calibration Based on BP Algorithm....Pages 383-389
Evolutionary Cellular Automata Based Neural Systems for Visual Servoing....Pages 390-397
Robust Visual Tracking Via Incremental Maximum Margin Criterion....Pages 398-403
An Attention Selection System Based on Neural Network and Its Application in Tracking Objects....Pages 404-410
Human Motion Tracking Based on Markov Random Field and Hopfield Neural Network....Pages 411-418
Skin-Color Based Human Tracking Using a Probabilistic Noise Model Combined with Neural Network....Pages 419-428
Object Detection Via Fusion of Global Classifier and Part-Based Classifier....Pages 429-435
A Cartoon Video Detection Method Based on Active Relevance Feedback and SVM....Pages 436-441
Morphological Neural Networks of Background Clutter Adaptive Prediction for Detection of Small Targets in Image Data....Pages 442-447
Two Important Action Scenes Detection Based on Probability Neural Networks....Pages 448-453
Local Independent Factorization of Natural Scenes....Pages 454-459
Search Region Prediction for Motion Estimation Based on Neural Network Vector Quantization....Pages 460-467
Hierarchical Extraction of Remote Sensing Data Based on Support Vector Machines and Knowledge Processing....Pages 468-473
Eyes Location Using a Neural Network....Pages 474-479
Gabor Neural Network for Endoscopic Image Registration....Pages 480-485
Isomap and Neural Networks Based Image Registration Scheme....Pages 486-491
Unsupervised Image Segmentation Using an Iterative Entropy Regularized Likelihood Learning Algorithm....Pages 492-497
An Improvement on Competitive Neural Networks Applied to Image Segmentation....Pages 498-503
Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints....Pages 504-510
A Multi-scale Scheme for Image Segmentation Using Neuro-fuzzy Classification and Curve Evolution....Pages 511-516
A Robust MR Image Segmentation Technique Using Spatial Information and Principle Component Analysis....Pages 517-522
Adaptive Segmentation of Color Image for Vision Navigation of Mobile Robots....Pages 523-532
Image Filtering Using Support Vector Machine....Pages 533-538
The Application of Wavelet Neural Network with Orthonormal Bases in Digital Image Denoising....Pages 539-544
A Region-Based Image Enhancement Algorithm with the Grossberg Network....Pages 545-550
Contrast Enhancement for Image Based on Wavelet Neural Network and Stationary Wavelet Transform....Pages 551-556
Learning Image Distortion Using a GMDH Network....Pages 557-562
An Edge Preserving Regularization Model for Image Restoration Based on Hopfield Neural Network....Pages 563-568
High-Dimensional Space Geometrical Informatics and Its Applications to Image Restoration....Pages 569-574
Improved Variance-Based Fractal Image Compression Using Neural Networks....Pages 575-580
Associative Cubes in Unsupervised Learning for Robust Gray-Scale Image Recognition....Pages 581-588
A Novel Graph Kernel Based SVM Algorithm for Image Semantic Retrieval....Pages 589-594
Content Based Image Retrieval Using a Bootstrapped SOM Network....Pages 595-601
Unsupervised Approach for Extracting the Textural Region of Interest from Real Image....Pages 602-609
Image Fakery and Neural Network Based Detection....Pages 610-615
Object Detection Using Unit-Linking PCNN Image Icons....Pages 616-622
Robust Image Watermarking Using RBF Neural Network....Pages 623-628
An Interactive Image Inpainting Method Based on RBF Networks....Pages 629-637
No-Reference Perceptual Quality Assessment of JPEG Images Using General Regression Neural Network....Pages 638-645
Minimum Description Length Shape Model Based on Elliptic Fourier Descriptors....Pages 646-651
Neural Network Based Texture Segmentation Using a Markov Random Field Model....Pages 652-660
Texture Segmentation Using SOM and Multi-scale Bayesian Estimation....Pages 661-668
Recognition of Concrete Surface Cracks Using the ART1-Based RBF Network....Pages 669-675
SVM-Enabled Voice Activity Detection....Pages 676-681
A Robust VAD Method for Array Signals....Pages 682-687
A Flexible Algorithm for Extracting Periodic Signals....Pages 688-693
A Neural Network Method for Blind Signature Waveform Estimation of Synchronous CDMA Signals....Pages 694-699
A Signal-Dependent Quadratic Time Frequency Distribution for Neural Source Estimation....Pages 700-705
Neural Network Channel Estimation Based on Least Mean Error Algorithm in the OFDM Systems....Pages 706-711
Higher-Order Feature Extraction of Non-Gaussian Acoustic Signals Using GGM-Based ICA....Pages 712-718
Automatic Removal of Artifacts from EEG Data Using ICA and Exponential Analysis....Pages 719-726
Identification of Vibrating Noise Signals of Electromotor Using Adaptive Wavelet Neural Network....Pages 727-734
Fractional Order Digital Differentiators Design Using Exponential Basis Function Neural Network....Pages 735-740
Multivariate Chaotic Time Series Prediction Based on Radial Basis Function Neural Network....Pages 741-746
Time Series Prediction Using LS-SVM with Particle Swarm Optimization....Pages 747-752
A Regularized Minimum Cross-Entropy Algorithm on Mixtures of Experts for Time Series Prediction....Pages 753-758
Prediction for Chaotic Time Series Based on Discrete Volterra Neural Networks....Pages 759-764
A New Pre-processing Method for Regression....Pages 765-770
A New On-Line Modeling Approach to Nonlinear Dynamic Systems....Pages 771-776
Online Modeling of Nonlinear Systems Using Improved Adaptive Kernel Methods....Pages 777-782
A Novel Multiple Neural Networks Modeling Method Based on FCM....Pages 783-789
Nonlinear System Identification Using Multi-resolution Reproducing Kernel Based Support Vector Regression....Pages 790-795
A New Recurrent Neurofuzzy Network for Identification of Dynamic Systems....Pages 796-801
Identification of Dynamic Systems Using Recurrent Fuzzy Wavelet Network....Pages 802-807
Simulation Studies of On-Line Identification of Complex Processes with Neural Networks....Pages 808-814
Consecutive Identification of ANFIS-Based Fuzzy Systems with the Aid of Genetic Data Granulation....Pages 815-820
Two-Phase Identification of ANFIS-Based Fuzzy Systems with Fuzzy Set by Means of Information Granulation and Genetic Optimization....Pages 821-826
A New Modeling Approach of STLF with Integrated Dynamics Mechanism and Based on the Fusion of Dynamic Optimal Neighbor Phase Points and ICNN....Pages 827-835
Adaptive Neural Network Control for Nonlinear Systems Based on Approximation Errors....Pages 836-841
Adaptive Neural Network Control for Switched System with Unknown Nonlinear Part by Using Backstepping Approach: SISO Case....Pages 842-848
Adaptive Neural Control for a Class of MIMO Non-linear Systems with Guaranteed Transient Performance....Pages 849-858
Adaptive Neural Compensation Control for Input-Delay Nonlinear Systems by Passive Approach....Pages 859-866
Nonlinear System Adaptive Control by Using Multiple Neural Network Models....Pages 867-874
Implementable Adaptive Backstepping Neural Control of Uncertain Strict-Feedback Nonlinear Systems....Pages 875-880
A Discrete-Time System Adaptive Control Using Multiple Models and RBF Neural Networks....Pages 881-887
Robust Adaptive Neural Network Control for Strict-Feedback Nonlinear Systems Via Small-Gain Approaches....Pages 888-897
Neural Network Based Robust Adaptive Control for a Class of Nonlinear Systems....Pages 898-903
Robust H  ∞  Control for Delayed Nonlinear Systems Based on Standard Neural Network Models....Pages 904-910
SVM Based Nonlinear Self-tuning Control....Pages 911-915
SVM Based Internal Model Control for Nonlinear Systems....Pages 916-921
Fast Online SVR Algorithm Based Adaptive Internal Model Control....Pages 922-927
A VSC Method for MIMO Systems Based on SVM....Pages 928-933
Identification and Control of Dynamic Systems Based on Least Squares Wavelet Vector Machines....Pages 934-942
A Nonlinear Model Predictive Control Strategy Using Multiple Neural Network Models....Pages 943-948
Predictive Control Method of Improved Double-Controller Scheme Based on Neural Networks....Pages 949-955
Discrete-Time Sliding-Mode Control Based on Neural Networks....Pages 956-961
Statistic Tracking Control: A Multi-objective Optimization Algorithm....Pages 962-967
Minimum Entropy Control for Stochastic Systems Based on the Wavelet Neural Networks....Pages 968-974
Stochastic Optimal Control of Nonlinear Jump Systems Using Neural Networks....Pages 975-980
Performance Estimation of a Neural Network-Based Controller....Pages 981-990
Some Key Issues in the Design of Self-Organizing Fuzzy Control Systems....Pages 991-997
Nonlinear System Stabilisation by an Evolutionary Neural Network....Pages 998-1006
Neural Network Control Design for Large-Scale Systems with Higher-Order Interconnections....Pages 1007-1012
Adaptive Pseudo Linear RBF Model for Process Control....Pages 1013-1018
An Improved BP Algorithm Based on Global Revision Factor and Its Application to PID Control....Pages 1019-1026
Neuro-fuzzy Generalized Predictive Control of Boiler Steam Temperature....Pages 1027-1032
Model-Free Control of a Nonlinear ANC System with a SPSA-Based Neural Network Controller....Pages 1033-1038
Robust Control for AC-Excited Hydrogenerator System Using Adaptive Fuzzy-Neural Network....Pages 1039-1045
Adaptive Fuzzy Neural Network Control for Transient Dynamics of Magneto-rheological Suspension with Time-Delay....Pages 1046-1051
Adaptive Fuzzy Basis Function Network Based Fault-Tolerant Stable Control of Multi-machine Power Systems....Pages 1052-1061
Simulation Research on Applying Fault Tolerant Control to Marine Diesel Engine in Abnormal Operation....Pages 1062-1067
Hybrid Neural Network and Genetic Algorithms for Self-tuning of PI Controller in DSPM Motor Drive System....Pages 1068-1074
An Efficient DC Servo Motor Control Based on Neural Noncausal Inverse Modeling of the Plant....Pages 1075-1083
A Dynamic Time Delay Neural Network for Ultrasonic Motor Identification and Control....Pages 1084-1089
Application of PSO-Optimized Generalized CMAC Control on Linear Motor....Pages 1090-1095
PID Control of Nonlinear Motor-Mechanism Coupling System Using Artificial Neural Network....Pages 1096-1103
Design and Simulation of a Neural-PD Controller for Automatic Balancing of Rotor....Pages 1104-1109
PD Control of Overhead Crane Systems with Neural Compensation....Pages 1110-1115
A Study on Intelligent Control for Hybrid Actuator....Pages 1116-1123
Double Inverted Pendulum Control Based on Support Vector Machines and Fuzzy Inference....Pages 1124-1130
Adaptive Wavelet Neural Network Friction Compensation of Mechanical Systems....Pages 1131-1139
Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP)....Pages 1140-1145
RBF Neural Network Based Shape Control of Hyper-redundant Manipulator with Constrained End-Effector....Pages 1146-1152
Robust Adaptive Neural Networks with an Online Learning Technique for Robot Control....Pages 1153-1159
A Particle Swarm Optimized Fuzzy Neural Network Control for Acrobot....Pages 1160-1165
Adaptive Control Based on Recurrent Fuzzy Wavelet Neural Network and Its Application on Robotic Tracking Control....Pages 1166-1171
Dynamic Tracking Control of Mobile Robots Using an Improved Radial Basis Function Neural Network....Pages 1172-1177
Grasping Control of Robot Hand Using Fuzzy Neural Network....Pages 1178-1187
Position Control Based on Static Neural Networks of Anthropomorphic Robotic Fingers....Pages 1188-1197
Control of Voluntary Movements in an Anthropomorphic Robot Finger by Using a Cortical Level Neural Controller....Pages 1198-1207
Learning Control for Space Robotic Operation Using Support Vector Machines....Pages 1208-1217
Neural Networks for Mobile Robot Navigation: A Survey....Pages 1218-1226
Fault Diagnosis for Mobile Robots with Imperfect Models Based on Particle Filter and Neural Network....Pages 1227-1232
Adaptive Neural Network Path Tracking of Unmanned Ground Vehicle....Pages 1233-1238
A Nuclear Power Plant Expert System Using Artificial Neural Networks....Pages 1239-1245
Short-Term Load Forecasting Based on Mutual Information and Artificial Neural Network....Pages 1246-1251
Short Term Load Forecasting by Using Neural Networks with Variable Activation Functions and Embedded Chaos Algorithm....Pages 1252-1258
Short Term Load Forecasting Using Neural Network with Rough Set....Pages 1259-1268
Application of Neural Network Based on Particle Swarm Optimization in Short-Term Load Forecasting....Pages 1269-1276
Study of Neural Networks for Electric Power Load Forecasting....Pages 1277-1283
A Neural Network Approach to m-Daily-Ahead Electricity Price Prediction....Pages 1284-1289
Next-Day Power Market Clearing Price Forecasting Using Artificial Fish-Swarm Based Neural Network....Pages 1290-1295
Application of Evolutionary Neural Network to Power System Unit Commitment....Pages 1296-1303
Application of BP Neural Network in Power Load Simulator....Pages 1304-1310
Feeder Load Balancing Using Neural Network....Pages 1311-1316
A Neural Network Based Particle Swarm Optimization for the Transformers Connections of a Primary Feeder Considering Multi-objective Programming....Pages 1317-1323
3-D Partial Discharge Patterns Recognition of Power Transformers Using Neural Networks....Pages 1324-1331
Design of Self-adaptive Single Neuron Facts Controllers Based on Genetic Algorithm....Pages 1332-1337
Generalized Minimum Variance Neuro Controller for Power System Stabilization....Pages 1338-1347
Adaptive Control for Synchronous Generator Based on Pseudolinear Neural Networks....Pages 1348-1353
A Research and Application of Chaotic Neural Network for Marine Generator Modeling....Pages 1354-1362
Ship Synchronous Generator Modeling Based on RST and RBF Neural Networks....Pages 1363-1369
A New Control Strategy of a Wind Power Generation and Flywheel Energy Storage Combined System....Pages 1370-1377
Wavelet-Based Intelligent System for Recognition of Power Quality Disturbance Signals....Pages 1378-1385
Recognition and Classification of Power Quality Disturbances Based on Self-adaptive Wavelet Neural Network....Pages 1386-1394
Vibration Fault Diagnosis of Large Generator Sets Using Extension Neural Network-Type 1....Pages 1395-1401
Fault Data Compression of Power System with Wavelet Neural Network Based on Wavelet Entropy....Pages 1402-1408
Intelligent Built-in Test (BIT) for More-Electric Aircraft Power System Based on Hybrid Generalized LVQ Neural Network....Pages 1409-1415
Low Voltage Risk Assessment in Power System Using Neural Network Ensemble....Pages 1416-1421
Risk Assessment of Cascading Outages in Power Systems Using Fuzzy Neural Network....Pages 1422-1427
Back Matter....Pages -