Structural, Syntactic, and Statistical Pattern Recognition, SSPR 2004

Distance
- Understanding Human-Computer Interactions in Map Revision
- Multiscale Curvature Assessment of Postural Deviations
- Modelling Human Shape with Articulated Shape Mixtures
- Learning People Movement Model from Multiple Cameras for Behaviour Recognition
- Poster Papers
- A Comparison of Least Squares and Spectral Methods for Attributed Graph Matching
- An Auction Algorithm for Graph-Based Contextual Correspondence Matching
- Segmentation Graph Hierarchies
- Clustering Variable Length Sequences by Eigenvector Decomposition Using HMM
- A Kernel View of Spectral Point Pattern Matching
- Neural Networks for Improved Target Differentiation with Sonar
- An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region Data
- Human Action Recognition by Inference of Stochastic Regular Grammars
- Optimizing Classification Ensembles via a Genetic Algorithm for a Web-Based Educational System
- A Structural Approach to Adaptive Inverse Halftoning for Document Images
- Syntactic Modeling and Recognition of Document Images
- Symbols Recognition System for Graphic Documents Combining Global Structural Approaches and Using a XML Representation of Data
- Sketch Recognition Based on Topological Spatial Relationship
- A Study on the Consistency of Features for On-Line Signature Verification
- Statistical Structure of Natural 4 × 4 Image Patches
- Grey Scale Skeletonisation with Curvature Sensitive Noise Damping
- License Vehicle Plates Localization Using Maximum Correlation
- Adaptive Context for a Discrete Universal Denoiser
- Pose Estimation from Airborne Video Sequences Using a Structural Approach for the Construction of Homographies and Fundamental Matrices
- Temporal Post-processing of Decision Tree Outputs for Sports Video Categorisation
- A New Method of Polyline Approximation
- On Extending Symmetry Sets for 2D Shapes
- Structural Analysis and Matching of Shape by Logical Property
- Scale Descriptors through Phase Unwrapping
- Lung Segmentation on Postero-anterior Digital Chest Radiographs Using Active Contours
- Emotion Recognition from Dance Image Sequences Using Contour Approximation
- Matching Concavity Trees
- SPR
- Combining Classifier for Face Identification at Unknown Views with a Single Model Image
- A Logodds Criterion for Selection of Diagnostic Tests
- Evaluation of Classical and Novel Ensemble Methods for Handwritten Word Recognition
- Improving Support Vector Classification via the Combination of Multiple Sources of Information
- Fusing Segmentation and Classification from Multiple Features
- A Classifier Combination Tree Algorithm
- Bounds for the Average Generalization Error of the Mixture of Experts Neural Network
- An Effective EM Algorithm for PCA Mixture Model
- EM Initialisation for Bernoulli Mixture Learning
- A New Family of Weak Estimators for Training in Non-stationary Distributions
- Path Relinking Particle Filter for Human Body Pose Estimation
- Clustering with Soft and Group Constraints
- Learning from General Label Constraints
- Solving the One-Class Problem Using Neighbourhood Measures
- Detection of a Single Texture in Colour Images
- Clustering Based Under-Sampling for Improving Speaker Verification Decisions Using AdaBoost
- Control of Sparseness for Feature Selection
- On Prediction Mechanisms in Fast Branch & Bound Algorithms
- Structures of Covariance Matrix in Handwritten Character Recognition
- Statistical Machine Translation Decoding Using Target Word Reordering
- Classifier Design for Population and Sensor Drift
- A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes
- Cost-Based Classifier Evaluation for Imbalanced Problems
- A Two-Stage Classifier with Reject Option for Text Categorisation
- Misclassification Probability Estimations for Linear Decision Functions
- Generalized Variable-Kernel Similarity Metric Learning
- Approximate Gradient Direction Metric for Face Authentication
- Poster Papers
- The Imbalanced Training Sample Problem: Under or over Sampling?
- Automatic Preference Mining through Learning User Profile with Extracted Information
- A Computational Study of Naíve Bayesian Learning in Anti-spam Management
- Kernel-Based Non-linear Template Matching
- Analyzing Weight Distribution of Feedforward Neural Networks and Efficient Weight Initialization
- One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance
- Automatic Labeling of Sports Video Using Umpire Gesture Recognition
- Comparison of Two Fast Nearest-Neighbour Search Methods in High-Dimensional Large-Sized Databases
- A Shallow Description Framework for Musical Style Recognition
- A Nearest Neighbor Method Using Bisectors
- Distance Based Strategy for Supervised Document Image Classification
- Identification of Humans Using Robust Biometric Features
- Facial Expression Recognition Based on the Two-Dimensional Structure of Affect
- Clustering Using WCC Models
- Algorithms for Constructing Min-Max Partitions of the Parameter Space for MDL Inference
- Preclustering of Electrocardiographic Signals Using Left-to-Right Hidden Markov Models
- Graph-Based Clustering of Random Point Set
- Cluster Validity and Stability of Clustering Algorithms
- Bagging Classification Models with Reduced Bootstrap
- Multiple Classifier Prediction Improvements against Imbalanced Datasets through Added Synthetic Examples
- Automatic Design of Cascaded Classifiers
- Recognition of Handwritten Numerals Using a Combined Classifier with Hybrid Features
- Generating Classifier Outputs with Fixed Diversity for Evaluating Voting Methods
- Feature Selection Using Improved Mutual Information for Text Classification
- Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition
- Feature Shaving for Spectroscopic Data
- Feature Selection by Markov Chain Monte Carlo Sampling - A Bayesian Approach
- Classifier-Independent Visualization of Supervised Data Structures Using a Graph
- Texel-Based Texture Synthesis with Bunch Sampling
- Towards 3-Dimensional Pattern Recognition
- A General Strategy for Hidden Markov Chain Parameterisation in Composite Feature-Spaces
- Tracking the Evolution of a Tennis Match Using Hidden Markov Models
- Local Features for Speaker Recognition
- Selection/Extraction of Spectral Regions for Autofluorescence Spectra Measured in the Oral Cavity
- Kernel Relative Principal Component Analysis for Pattern Recognition
- Dynamic Character Model Generation for Document Keyword Spotting
- Texture Classification by Combining Wavelet and Contourlet Features
- Distance Measures between Attributed Graphs and Second-Order Random Graphs
- On Not Making Dissimilarities Euclidean
- Content Structure Discovery in Educational Videos Using Shared Structures in the Hierarchical Hidden Markov Models