The International Conference on Intelligent Computing (ICIC) was set up as an annual forum dedicated to emerging and challenging topics in the various aspects of advances in computational intelligence fields, such as artificial intelligence, machine learning, bioinformatics, and computational biology, etc. The goal of this conference was to bring together researchers from academia and industry as well as practitioners to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. This book constitutes the proceedings of the International Conference on Intelligent Computing (ICIC 2005), held in Hefei, Anhui, China, during August 23–26, 2005. ICIC 2005 received over 2000 submissions from authors in 39 countries and regions. Based on rigorous peer reviews, the Program Committee selected 563 high-quality papers for presentation at ICIC 2005; of these, 215 papers were published in this book organized into 9 categories, and the other 348 papers were published in five international journals. The organizers of ICIC 2005 made great efforts to ensure the success of this conference. We here thank the members of the ICIC 2005 Advisory Committee for their guidance and advice, the members of the Program Committee and the referees for reviewing the papers, and the members of the Publication Committee for checking and compiling the papers. We would also like to thank the publisher, Springer, for their support in publishing the proceedings in the Lecture Notes in Computer Science series. Particularly, we would like to thank all the authors for contributing their papers.
Author(s): Lanfeng Yan, Janjun Ma, Wei Wang, Qing Liu, Qiuyong Zhou (auth.), De-Shuang Huang, Xiao-Ping Zhang, Guang-Bin Huang (eds.)
Series: Lecture Notes in Computer Science 3644 : Theoretical Computer Science and General Issues
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Language: English
Pages: 1101
Tags: Computation by Abstract Devices; Algorithm Analysis and Problem Complexity; Artificial Intelligence (incl. Robotics); Image Processing and Computer Vision; Pattern Recognition; Evolutionary Biology
Front Matter....Pages -
A Novel Approach to Ocular Image Enhancement with Diffusion and Parallel AOS Algorithm....Pages 1-9
An Iterative Hybrid Method for Image Interpolation....Pages 10-19
Research on Reliability Evaluation of Series Systems with Optimization Algorithm....Pages 20-29
Image Registration Based on Pseudo-Polar FFT and Analytical Fourier-Mellin Transform....Pages 30-39
Text Detection in Images Based on Color Texture Features....Pages 40-48
Aligning and Segmenting Signatures at Their Crucial Points Through DTW....Pages 49-58
A SAR Image Despeckling Method Based on Dual Tree Complex Wavelet Transform....Pages 59-67
Rotation Registration of Medical Images Based on Image Symmetry....Pages 68-76
Target Tracking Under Occlusion by Combining Integral-Intensity-Matching with Multi-block-voting....Pages 77-86
Recognition of Leaf Images Based on Shape Features Using a Hypersphere Classifier....Pages 87-96
A Robust Registration and Detection Method for Color Seal Verification....Pages 97-106
Enhanced Performance Metrics for Blind Image Restoration....Pages 107-116
Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method....Pages 117-125
An Encoded Mini-grid Structured Light Pattern for Dynamic Scenes....Pages 126-135
Linear Predicted Hexagonal Search Algorithm with Moments....Pages 136-145
A Moving Detection Algorithm Based on Space-Time Background Difference....Pages 146-154
Bit-Precision Method for Low Complex Lossless Image Coding....Pages 155-164
Texture Feature-Based Image Classification Using Wavelet Package Transform....Pages 165-173
Authorization Based on Palmprint....Pages 174-183
A Novel Dimension Conversion for the Quantization of SEW in Wideband WI Speech Coding....Pages 184-193
Adaptive Preprocessing Scheme Using Rank for Lossless Indexed Image Compression....Pages 194-202
An Effective Approach to Chin Contour Extraction....Pages 203-212
Robust Face Recognition Across Lighting Variations Using Synthesized Exemplars....Pages 213-222
Low-Dimensional Facial Image Representation Using FLD and MDS....Pages 223-232
Object Tracking with Probabilistic Hausdorff Distance Matching....Pages 233-242
Power Op-Amp Based Active Filter Design with Self Adjustable Gain Control by Neural Networks for EMI Noise Problem....Pages 243-252
Leaf Recognition Based on the Combination of Wavelet Transform and Gaussian Interpolation....Pages 253-262
Fast Training of SVM via Morphological Clustering for Color Image Segmentation....Pages 263-271
Similarity Measurement for Off-Line Signature Verification....Pages 272-281
Shape Matching and Recognition Base on Genetic Algorithm and Application to Plant Species Identification....Pages 282-290
Detection of Hiding in the LSB of DCT Coefficients....Pages 291-300
Tracking People in Video Camera Images Using Neural Networks....Pages 301-309
How Face Pose Influence the Performance of SVM-Based Face and Fingerprint Authentication System....Pages 310-319
A VQ-Based Blind Super-Resolution Algorithm....Pages 320-329
Sequential Stratified Sampling Belief Propagation for Multiple Targets Tracking....Pages 330-339
Retrieving Digital Artifacts from Digital Libraries Semantically....Pages 340-349
An Extended System Method for Consistent Fundamental Matrix Estimation....Pages 350-359
Derivations of Error Bound on Recording Traffic Time Series with Long-Range Dependence....Pages 360-369
A Matrix Algorithm for Mining Association Rules....Pages 370-379
A Hybrid Algorithm Based on PSO and Simulated Annealing and Its Applications for Partner Selection in Virtual Enterprise....Pages 380-389
A Sequential Niching Technique for Particle Swarm Optimization....Pages 390-399
An Optimization Model for Outlier Detection in Categorical Data....Pages 400-409
Development and Test of an Artificial-Immune- Abnormal-Trading-Detection System for Financial Markets....Pages 410-419
Adaptive Parameter Selection of Quantum-Behaved Particle Swarm Optimization on Global Level....Pages 420-428
New Method for Intrusion Features Mining in IDS....Pages 429-437
The Precision Improvement in Document Retrieval Using Ontology Based Relevance Feedback....Pages 438-446
Adaptive Filtering Based on the Wavelet Transform for FOG on the Moving Base....Pages 447-455
Text Similarity Computing Based on Standard Deviation....Pages 456-464
Evolving Insight into High-Dimensional Data....Pages 465-474
SVM Based Automatic User Profile Construction for Personalized Search....Pages 475-484
Taxonomy Building and Machine Learning Based Automatic Classification for Knowledge-Oriented Chinese Questions....Pages 485-494
Learning TAN from Incomplete Data....Pages 495-504
The General Method of Improving Smooth Degree of Data Series....Pages 505-513
A Fault Tolerant Distributed Routing Algorithm Based on Combinatorial Ant Systems....Pages 514-523
Improvement of HITS for Topic-Specific Web Crawler....Pages 524-532
Geometrical Profile Optimization of Elliptical Flexure Hinge Using a Modified Particle Swarm Algorithm....Pages 533-542
Classification of Chromosome Sequences with Entropy Kernel and LKPLS Algorithm....Pages 543-551
Adaptive Data Association for Multi-target Tracking Using Relaxation....Pages 552-561
Demonstration of DNA-Based Semantic Model by Using Parallel Overlap Assembly....Pages 562-570
Multi-objective Particle Swarm Optimization Based on Minimal Particle Angle....Pages 571-580
A Quantum Neural Networks Data Fusion Algorithm and Its Application for Fault Diagnosis....Pages 581-590
Statistical Feature Selection for Mandarin Speech Emotion Recognition....Pages 591-600
Reconstruction of 3D Human Body Pose Based on Top-Down Learning....Pages 601-610
2D and 3D Full-Body Gesture Database for Analyzing Daily Human Gestures....Pages 611-620
Sound Classification and Function Approximation Using Spiking Neural Networks....Pages 621-630
Improved DTW Algorithm for Online Signature Verification Based on Writing Forces....Pages 631-640
3D Reconstruction Based on Invariant Properties of 2D Lines in Projective Space....Pages 641-649
ANN Hybrid Ensemble Learning Strategy in 3D Object Recognition and Pose Estimation Based on Similarity....Pages 650-660
Super-Resolution Reconstruction from Fluorescein Angiogram Sequences....Pages 661-670
Signature Verification Using Wavelet Transform and Support Vector Machine....Pages 671-678
Visual Hand Tracking Using Nonparametric Sequential Belief Propagation....Pages 679-687
Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach....Pages 688-696
Stability Analysis on a Neutral Neural Network Model....Pages 697-706
Radar Emitter Signal Recognition Based on Feature Selection and Support Vector Machines....Pages 707-716
Methods of Decreasing the Number of Support Vectors via k -Mean Clustering....Pages 717-726
Dynamic Principal Component Analysis Using Subspace Model Identification....Pages 727-736
Associating Neural Networks with Partially Known Relationships for Nonlinear Regressions....Pages 737-746
SVM Regression and Its Application to Image Compression....Pages 747-756
Reconstruction of Superquadric 3D Models by Parallel Particle Swarm Optimization Algorithm with Island Model....Pages 757-766
Precision Control of Magnetostrictive Actuator Using Dynamic Recurrent Neural Network with Hysteron....Pages 767-776
Orthogonal Forward Selection for Constructing the Radial Basis Function Network with Tunable Nodes....Pages 777-786
A Recurrent Neural Network for Extreme Eigenvalue Problem....Pages 787-796
Chaos Synchronization for a 4-Scroll Chaotic System via Nonlinear Control....Pages 797-806
Global Exponential Stability of a Class of Generalized Neural Networks with Variable Coefficients and Distributed Delays....Pages 807-817
Designing the Ontology of XML Documents Semi-automatically....Pages 818-827
A Logic Analysis Model About Complex Systems’ Stability: Enlightenment from Nature....Pages 828-838
Occluded 3D Object Recognition Using Partial Shape and Octree Model....Pages 839-848
Possibility Theoretic Clustering....Pages 849-858
A New Approach to Predict N, P, K and OM Content in a Loamy Mixed Soil by Using Near Infrared Reflectance Spectroscopy....Pages 859-867
Soft Sensor Modeling Based on DICA-SVR....Pages 868-877
Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning....Pages 878-887
Real-Time Gesture Recognition Using 3D Motion History Model....Pages 888-898
Effective Directory Services and Classification Systems for Korean Language Education Internet Portal Sites....Pages 899-908
Information-Theoretic Selection of Classifiers for Building Multiple Classifier Systems....Pages 909-918
Minimal RBF Networks by Gaussian Mixture Model....Pages 919-927
Learning the Bias of a Classifier in a GA-Based Inductive Learning Environment....Pages 928-936
GA-Based Resource-Constrained Project Scheduling with the Objective of Minimizing Activities’ Cost....Pages 937-946
Single-Machine Partial Rescheduling with Bi-criterion Based on Genetic Algorithm....Pages 947-956
An Entropy-Based Multi-population Genetic Algorithm and Its Application....Pages 957-966
Reinforcement Learning Based on Multi-agent in RoboCup....Pages 967-975
Comparison of Stochastic and Approximation Algorithms for One-Dimensional Cutting Problems....Pages 976-985
Search Space Filling and Shrinking Based to Solve Constraint Optimization Problems....Pages 986-994
A Reinforcement Learning Approach for Host-Based Intrusion Detection Using Sequences of System Calls....Pages 995-1003
Evolving Agent Societies Through Imitation Controlled by Artificial Emotions....Pages 1004-1013
Study of Improved Hierarchy Genetic Algorithm Based on Adaptive Niches....Pages 1014-1022
Associativity, Auto-reversibility and Question-Answering on Q’tron Neural Networks....Pages 1023-1034
Associative Classification in Text Categorization....Pages 1035-1044
A Fast Input Selection Algorithm for Neural Modeling of Nonlinear Dynamic Systems....Pages 1045-1054
Delay-Dependent Stability Analysis for a Class of Delayed Neural Networks....Pages 1055-1064
The Dynamic Cache Algorithm of Proxy for Streaming Media....Pages 1065-1074
Fusion of the Textural Feature and Palm-Lines for Palmprint Authentication....Pages 1075-1084
Nonlinear Prediction by Reinforcement Learning....Pages 1085-1094
Back Matter....Pages -
