| Invited Talks | |
| Structured Output Prediction with Support Vector Machines | p. 1 |
| On the Theory and Applications of Sequence Based Estimation of Independent Binomial Random Variables | p. 8 |
| Symmetries from Uniform Space Covering in Stochastic Discrimination | p. 22 |
| Structural Inference of Sensor-Based Measurements | p. 41 |
| SSPR | |
| Image Analysis | |
| A Multiphase Level Set Evolution Scheme for Aerial Image Segmentation Using Multi-scale Image Geometric Analysis | p. 56 |
| Experiments on Robust Image Registration Using a Markov-Gibbs Appearance Model | p. 65 |
| Fully Automatic Segmentation of Coronary Vessel Structures in Poor Quality X-Ray Angiogram Images | p. 74 |
| Smoothing Tensor-Valued Images Using Anisotropic Geodesic Diffusion | p. 83 |
| Vision | |
| Diffusion of Geometric Affinity for Surface Integration | p. 92 |
| Comparative Study of People Detection in Surveillance Scenes | p. 100 |
| A Class of Generalized Median Contour Problem with Exact Solution | p. 109 |
| Character Recognition | |
| Structural and Syntactic Techniques for Recognition of Ethiopic Characters | p. 118 |
| Context Driven Chinese String Segmentation and Recognition | p. 127 |
| Support Vector Machines for Mathematical Symbol Recognition | p. 136 |
| Bayesian Networks | |
| Bayesian Class-Matched Multinet Classifier | p. 145 |
| Bayesian Network Structure Learning by Recursive Autonomy Identification | p. 154 |
| Graph-Based Methods | |
| Fast Suboptimal Algorithms for the Computation of Graph Edit Distance | p. 163 |
| A Spectral Generative Model for Graph Structure | p. 173 |
| Considerations Regarding the Minimum Spanning Tree Pyramid Segmentation Method | p. 182 |
| Similarity and Feature Extraction | |
| A Random Walk Kernel Derived from Graph Edit Distance | p. 191 |
| Edit Distance for Ordered Vector Sets: A Case of Study | p. 200 |
| Shape Retrieval Using Normalized Fourier Descriptors Based Signatures and Cyclic Dynamic Time Warping | p. 208 |
| Poster Papers | |
| Image and Video | |
| Watermarking for 3D CAD Drawings Based on Three Components | p. 217 |
| Hierarchical Video Summarization Based on Video Structure and Highlight | p. 226 |
| Direct Curvature Scale Space in Corner Detection | p. 235 |
| Vision | |
| Aligning Concave and Convex Shapes | p. 243 |
| Research on Iterative Closest Contour Point for Underwater Terrain-Aided Navigation | p. 252 |
| Image-Based Absolute Positioning System for Mobile Robot Navigation | p. 261 |
| An Evaluation of Three Popular Computer Vision Approaches for 3-D Face Synthesis | p. 270 |
| Optical Flow Computation with Fourth Order Partial Differential Equations | p. 279 |
| Kernel-Based Methods | |
| Transforming Strings to Vector Spaces Using Prototype Selection | p. 287 |
| Shape Categorization Using String Kernels | p. 297 |
| Trace Formula Analysis of Graphs | p. 306 |
| A Robust Realtime Surveillance System | p. 314 |
| Recognition and Classification | |
| Ubiquitous Intelligent Sensing System for a Smart Home | p. 322 |
| Object Recognition Using Multiresolution Trees | p. 331 |
| A Robust and Hierarchical Approach for Camera Motion Classification | p. 340 |
| Time Series Analysis of Grey Forecasting Based on Wavelet Transform and Its Prediction Applications | p. 349 |
| A Study of Touchless Fingerprint Recognition System | p. 358 |
| Development of a Block-Based Real-Time People Counting System | p. 366 |
| A Classification Approach for the Heart Sound Signals Using Hidden Markov Models | p. 375 |
| Structure Analysis Based Parking Slot Marking Recognition for Semi-automatic Parking System | p. 384 |
| Similarity and Feature Extraction | |
| A Fast and Exact Module-Distance Between Histograms | p. 394 |
| Using Learned Conditional Distributions as Edit Distance | p. 403 |
| An Efficient Distance Between Multi-dimensional Histograms for Comparing Images | p. 412 |
| Document Analysis | |
| Finding Captions in PDF-Documents for Semantic Annotations of Images | p. 422 |
| Effective Handwritten Hangul Recognition Method Based on the Hierarchical Stroke Model Matching | p. 431 |
| Graph-Based Methods | |
| Graph Embedding Using Commute Time | p. 441 |
| Graph Based Multi-class Semi-supervised Learning Using Gaussian Process | p. 450 |
| Point Pattern Matching Via Spectral Geometry | p. 459 |
| Graph-Based Fast Image Segmentation | p. 468 |
| Modeling of Remote Sensing Image Content Using Attributed Relational Graphs | p. 475 |
| A Graph-Based Method for Detecting and Classifying Clusters in Mammographic Images | p. 484 |
| SPR | |
| |
| A Speedup Method for SVM Decision | p. 494 |
| Generalization Error of Multinomial Classifier | p. 502 |
| Combining Accuracy and Prior Sensitivity for Classifier Design Under Prior Uncertainty | p. 512 |
| Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems | p. 522 |
| Image Analysis | |
| MRF Based Spatial Complexity for Hyperspectral Imagery Unmixing | p. 531 |
| Effectiveness of Spectral Band Selection/Extraction Techniques for Spectral Data | p. 541 |
| Edge Detection in Hyperspectral Imaging: Multivariate Statistical Approaches | p. 551 |
| |
| Semi-supervised PCA-Based Face Recognition Using Self-training | p. 560 |
| Facial Shadow Removal | p. 569 |
| A Sequential Monte Carlo Method for Bayesian Face Recognition | p. 578 |
| |
| Outlier Detection Using Ball Descriptions with Adjustable Metric | p. 587 |
| HMM-Based Gait Recognition with Human Profiles | p. 596 |
| Representation | |
| Maxwell Normal Distribution in a Manifold and Mahalanobis Metric | p. 604 |
| Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces | p. 613 |
| Feature Selection | |
| Feature Over-Selection | p. 622 |
| Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection | p. 632 |
| Clustering | |
| EM Cluster Analysis for Categorical Data | p. 640 |
| Two Entropy-Based Methods for Learning Unsupervised Gaussian Mixture Models | p. 649 |
| |
| Maximum Likelihood Estimates for Object Detection Using Multiple Detectors | p. 658 |
| Confidence Based Gating of Multiple Face Authentication Experts | p. 667 |
| Poster Papers | |
| Multiple Classifier Systems | |
| Diversity Analysis for Ensembles of Word Sequence Recognisers | p. 677 |
| Adaptive Classifier Selection Based on Two Level Hypothesis Tests for Incremental Learning | p. 687 |
| Combining SVM and Graph Matching in a Bayesian Multiple Classifier System for Image Content Recognition | p. 696 |
| Comparison of Classifier Fusion Methods for Classification in Pattern Recognition Tasks | p. 705 |
| AUC-Based Linear Combination of Dichotomizers | p. 714 |
| Recognition and Classification | |
| Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection | p. 723 |
| Polynomial Network Classifier with Discriminative Feature Extraction | p. 732 |
| Semi-supervised Classification with Active Query Selection | p. 741 |
| On the Use of Different Classification Rules in an Editing Task | p. 747 |
| Mono-font Cursive Arabic Text Recognition Using Speech Recognition System | p. 755 |
| From Indefinite to Positive Semi-Definite Matrices | p. 764 |
| A Multi-stage Approach for Anchor Shot Detection | p. 773 |
| Unsupervised Learning | |
| An Improved Possibilistic C-Means Algorithm Based on Kernel Methods | p. 783 |
| Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection | p. 792 |
| Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process | p. 799 |
| Application of a Two-Level Self Organizing Map for Korean Online Game Market Segmentation | p. 808 |
| Clustering Based on Compressed Data for Categorical and Mixed Attributes | p. 817 |
| Dimensionality | |
| On Optimizing Kernel-Based Fisher Discriminant Analysis Using Prototype Reduction Schemes | p. 826 |
| Sparse Covariance Estimates for High Dimensional Classification Using the Cholesky Decomposition | p. 835 |
| Generic Blind Source Separation Using Second-Order Local Statistics | p. 844 |
| Hyperspectral Data Selection from Mutual Information Between Image Bands | p. 853 |
| Representation | |
| Model Selection Using a Class of Kernels with an Invariant Metric | p. 862 |
| Non-Euclidean or Non-metric Measures Can Be Informative | p. 871 |
| Biometrics | |
| Merging and Arbitration Strategy Applied Bayesian Classification for Eye Location | p. 881 |
| Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns | p. 889 |
| A Coupled Statistical Model for Face Shape Recovery | p. 898 |
| Analysis and Selection of Features for the Fingerprint Vitality Detection | p. 907 |
| Recognizing Facial Expressions with PCA and ICA onto Dimension of the Emotion | p. 916 |
| Applications | |
| An Audio Copyright Protection Schemes Based on SMM in Cepstrum Domain | p. 923 |
| Combining Features to Improve Oil Spill Classification in SAR Images | p. 928 |
| Author Index | p. 937 |
| Table of Contents provided by Ingram. All Rights Reserved. |
