This is Volume II of a three volume set constituting the refereed proceedings of the Third International Symposium on Neural Networks, ISNN 2006. 616 revised papers are organized in topical sections on neurobiological analysis, theoretical analysis, neurodynamic optimization, learning algorithms, model design, kernel methods, data preprocessing, pattern classification, computer vision, image and signal processing, system modeling, robotic systems, transportation systems, communication networks, information security, fault detection, financial analysis, bioinformatics, biomedical and industrial applications, and more.
Inhalt
Pattern Classification.- Design an Effective Pattern Classification Model.- Classifying Unbalanced Pattern Groups by Training Neural Network.- A Modified Constructive Fuzzy Neural Networks for Classification of Large-Scale and Complicated Data.- A Hierarchical FloatBoost and MLP Classifier for Mobile Phone Embedded Eye Location System.- Iris Recognition Using LVQ Neural Network.- Minimax Probability Machine for Iris Recognition.- Detecting Facial Features by Heteroassociative Memory Neural Network Utilizing Facial Statistics.- Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories.- A Facial Expression Classification Algorithm Based on Principle Component Analysis.- Automatic Facial Expression Recognition.- Facial Expression Recognition Using Active Appearance Model.- Facial Expression Recognition Based on BoostingTree.- KDA Plus KPCA for Face Recognition.- Face Recognition Using a Neural Network Simulating Olfactory Systems.- Face Recognition Using Neural Networks and Pattern Averaging.- Semi-supervised Support Vector Learning for Face Recognition.- Parts-Based Holistic Face Recognition with RBF Neural Networks.- Combining Classifiers for Robust Face Detection.- Face Detection Method Based on Kernel Independent Component Analysis and Boosting Chain Algorithm.- Recognition from a Single Sample per Person with Multiple SOM Fusion.- Investigating LLE Eigenface on Pose and Face Identification.- Multimodal Priority Verification of Face and Speech Using Momentum Back-Propagation Neural Network.- The Clustering Solution of Speech Recognition Models with SOM.- Study on Text-Dependent Speaker Recognition Based on Biomimetic Pattern Recognition.- A New Text-Independent Speaker Identification Using Vector Quantization and Multi-layer Perceptron.- Neural Net Pattern Recognition Equations with Self-organization for Phoneme Recognition.- Music Genre Classification Using a Time-Delay Neural Network.- Audio Signal Classification Using Support Vector Machines.- Gender Classification Based on Boosting Local Binary Pattern.- Multi-view Gender Classification Using Local Binary Patterns and Support Vector Machines.- Gender Recognition Using a Min-Max Modular Support Vector Machine with Equal Clustering.- Palmprint Recognition Using ICA Based on Winner-Take-All Network and Radial Basis Probabilistic Neural Network.- An Implementation of the Korean Sign Language Recognizer Using Neural Network Based on the Post PC.- Gait Recognition Using Wavelet Descriptors and Independent Component Analysis.- Gait Recognition Using Principal Curves and Neural Networks.- An Adjacent Multiple Pedestrians Detection Based on ART2 Neural Network.- Recognition Method of Throwing Force of Athlete Based on Multi-class SVM.- A Constructive Learning Algorithm for Text Categorization.- Short-Text Classification Based on ICA and LSA.- Writer Identification Using Modular MLP Classifier and Genetic Algorithm for Optimal Features Selection.- Self-generation ART Neural Network for Character Recognition.- Handwritten Digit Recognition Using Low Rank Approximation Based Competitive Neural Network.- Multifont Arabic Characters Recognition Using HoughTransform and Neural Networks.- Recognition of English Calling Card by Using Multiresolution Images and Enhanced ART1-Based RBF Neural Networks.- A Method of Chinese Fax Recipient's Name Recognition Based on Hybrid Neural Networks.- Fast Photo Time-Stamp Recognition Based on SGNN.- Hierarchical Classification of Object Images Using Neural Networks.- Structured-Based Neural Network Classification of Images Using Wavelet Coefficients.- Remote Sensing Image Classification Algorithm Based on Hopfield Neural Network.- Tea Classification Based on Artificial Olfaction Using Bionic Olfactory Neural Network.- Distinguishing Onion Leaves from Weed Leaves Based on Segmentation of Color Images and a BP Neural Network.- Bark Classification Based on Textural Features Using Artificial Neural Networks.- Automated Spectral Classification of QSOs and Galaxies by Radial Basis Function Network with Dynamic Decay Adjustment.- Feed-Forward Neural Network Using SARPROP Algorithm and Its Application in Radar Target Recognition.- Computer Vision.- Camera Calibration and 3D Reconstruction Using RBF Network in Stereovision System.- A Versatile Method for Omnidirectional Stereo Camera Calibration Based on BP Algorithm.- Evolutionary Cellular Automata Based Neural Systems for Visual Servoing.- Robust Visual Tracking Via Incremental Maximum Margin Criterion.- An Attention Selection System Based on Neural Network and Its Application in Tracking Objects.- Human Motion Tracking Based on Markov Random Field and Hopfield Neural Network.- Skin-Color Based Human Tracking Using a Probabilistic Noise Model Combined with Neural Network.- Object Detection Via Fusion of Global Classifier and Part-Based Classifier.- A Cartoon Video Detection Method Based on Active Relevance Feedback and SVM.- Morphological Neural Networks of Background Clutter Adaptive Prediction for Detection of Small Targets in Image Data.- Two Important Action Scenes Detection Based on Probability Neural Networks.- Local Independent Factorization of Natural Scenes.- Search Region Prediction for Motion Estimation Based on Neural Network Vector Quantization.- Hierarchical Extraction of Remote Sensing Data Based on Support Vector Machines and Knowledge Processing.- Eyes Location Using a Neural Network.- Image Processing.- Gabor Neural Network for Endoscopic Image Registration.- Isomap and Neural Networks Based Image Registration Scheme.- Unsupervised Image Segmentation Using an Iterative Entropy Regularized Likelihood Learning Algorithm.- An Improvement on Competitive Neural Networks Applied to Image Segmentation.- Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints.- A Multi-scale Scheme for Image Segmentation Using Neuro-fuzzy Classification and Curve Evolution.- A Robust MR Image Segmentation Technique Using Spatial Information and Principle Component Analysis.- Adaptive Segmentation of Color Image for Vision Navigation of Mobile Robots.- Image Filtering Using Support Vector Machine.- The Application of Wavelet Neural Network with Orthonormal Bases in Digital Image Denoising.- A Region-Based Image Enhancement Algorithm with the Grossberg Network.- Contrast Enhancement for Image Based on Wavelet Neural Network and Stationary Wavelet Transform.- Learning Image Distortion Using a GMDH Network.- An Edge Preserving Regularization Model for Image Restoration Based on Hopfield Neural Network.- High-Dimensional Space Geometrical Informatics and Its Applications to Image Restoration.- Improved Variance-Based Fractal Image Compression Using Neural Networks.- Associative Cubes in Unsupervised Learning for Robust Gray-Scale Image Recognition.- A Novel Graph Kernel Based SVM Algorithm for Image Semantic Retrieval.- Content Based Image Retrieval Using a Bootstrapped SOM Network.- Unsupervised Approach for Extracting the Textural Region of Interest from Real Image.- Image Fakery and Neural Network Based Detection.- Object Detection Using Unit-Linking PCNN Image Icons.- Robust Image Watermarking Using RBF Neural Network.- An Interactive Image Inpainting Method Based on RBF Networks.- No-Reference Perceptual Quality Assessment of JPEG Images Usin…