Progress in Pattern Recognition, Image Analysis and Applications

Inhaltsverzeichnis

• Skeletonization of Digital Objects.
• Maximin Initialization for Cluster Analysis.
• Case-Based Object Recognition with Application to Biological Images.
• A New Method of Illumination Normalization for Robust Face Recognition.
• A Fast Method for Localization of Local Illumination Variations and Photometric Normalization in Face Images.
• Gender Classification Using Principal Geodesic Analysis and Gaussian Mixture Models.
• Gender Classification of Faces Using Adaboost.
• General Pose Face Recognition Using Frontal Face Model.
• Approximating 3D Facial Shape from Photographs Using Coupled Statistical Models.
• A Comparative Study of Face Representations in the Frequency Domain.
• Face Recognition with Region Division and Spin Images.
• Extraction of Blood Vessels in Ophthalmic Color Images of Human Retinas.
• A Fast Adaboosting Based Method for Iris and Pupil Contour Detection.
• In-Vivo IVUS Tissue Classification: A Comparison Between RF Signal Analysis and Reconstructed Images.
• Smoothing Segmented Lung Boundary in Chest CT Images Using Scan Line Search.
• Automated Ultrasonic Measurement of Fetal Nuchal Translucency Using Dynamic Programming.
• A Method for Detection and Modeling of the Human Spine Based on Principal Curvatures.
• Linear Radial Patterns Characterization for Automatic Detection of Tonic Intestinal Contractions.
• A Machine Learning Framework Using SOMs: Applications in the Intestinal Motility Assessment.
• From Lossy to Lossless Wavelet Image Coding in a Tree-Based Encoder with Resolution Scalability.
• 3D Mumford-Shah Based Active Mesh.
• Fast 2D-3D Point-Based Registration Using GPU-Based Preprocessing for Image-Guided Surgery.
• GA–SSD–ARC–NLM for Parametric Image Registration.
• Eigenconjugation: An Approach for Computing Image Similarity.
• Image Contrast Enhancement Based on Block-Wise Intensity-Pair Distribution with Two Expansion Forces.
• Guiding a Bottom-Up Visual Attention Mechanism to Locate Specific Image Regions Using a Distributed Genetic Optimization.
• ORIENT-CAM, A Camera That Knows Its Orientation and Some Applications.
• Irregular Pyramid Segmentations with Stochastic Graph Decimation Strategies.
• Color Texture Segmentation by Decomposition of Gaussian Mixture Model.
• Texture Features and Segmentation Based on Multifractal Approach.
• Object Segmentation Using Growing Neural Gas and Generalized Gradient Vector Flow in the Geometric Algebra Framework.
• A Clustering Based Approach for Automatic Image Segmentation: An Application to Biplane Ventriculograms.
• An Image Segmentation Algorithm Using Iteratively the Mean Shift.
• A Robust Region Based Level Set Framework for Medical Image Segmentation.
• Color Texture Segmentation Based on Quaternion-Gabor Features.
• Corner Detection by Searching Two Class Pattern Substrings.
• Model-Based Localization Method by Non-speech Sound Via Wavelet Transform and Dynamic Neural Network.
• An Application of Neural Networks for Image Reconstruction in Electrical Capacitance Tomography Applied to Oil Industry.
• Combining Neural Networks for Gait Classification.
• Training of Multilayer Perceptron Neural Networks by Using Cellular Genetic Algorithms.
• Combining Neural Networks and Clustering Techniques for Object Recognition in Indoor Video Sequences.
• Evaluation of Time and Frequency Domain-Based Methods for the Estimation of Harmonics-to-Noise-Ratios in Voice Signals.
• A Combined Classifier of Cry Units with New Acoustic Attributes.
• Practical Considerations for Real-Time Implementation of Speech-Based Gender Detection.
• On the Processing of Fuzzy Patterns for Text Independent Phonetic Speech Segmentation.
• A RLS Filter for Nonuniformity and Ghosting Correction of Infrared Image Sequences.
• Correlation Filters for Detection and Localization of Objects in Degraded Images.
• Statistical Recursive Filtering Estimation of Detector Offset Nonuniformity in Infrared Imaging Systems.
• 3D Vector Directional Filters to Process Video Sequences.
• Object Recognition and Tracking in Video Sequences: ANew Integrated Methodology.
• Conceptual K-Means Algorithm Based on Complex Features.
• Spatial Data Description by Means of Knowledge-Based System.
• Search Method of Time Sensitive Frequent Itemsets in Data Streams.
• Image Compression Algorithm Based on Morphological Associative Memories.
• A Novel Approach to Automatic Color Matching.
• The Associative Recall of Spatial Correlated Patterns.
• Associative Memories Applied to Image Categorization.
• Robustness Analysis of the Neural Gas Learning Algorithm.
• Feature Selection Based on Mutual Correlation.
• Oscillating Feature Subset Search Algorithm for Text Categorization.
• Two Step Ant Colony System to Solve the Feature Selection Problem.
• Simultaneous Features and Objects Selection for Mixed and Incomplete Data.
• Selecting Objects for ALVOT.
• Feature Extraction Using Clustering of Protein.
• A Theoretical Comparison of Two Linear Dimensionality Reduction Techniques.
• A New Approach to Multi-class Linear Dimensionality Reduction.
• Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering.
• Orientation Invariant Features for Multiclass Object Recognition.
• On the Design and Implementation of a High Performance Configurable Architecture for Testor Identification.
• Proposal for a Unified Methodology for Evaluating Supervised and Non-supervised Classification Algorithms.
• Monte Carlo Evaluation of the Hausdorff Distance for Shape Matching.
• A Fast Probabilistic Model for Hypothesis Rejection in SIFT-Based Object Recognition.
• Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks.
• Learning Variability of Image Feature Appearance Using Statistical Methods.
• Probabilistic Shot Boundary Detection Using Interframe Histogram Differences.
• A Probabilistic Approach to Build 2D Line Based Maps from Laser Scans in Indoor Environments.
• Egomotion Estimation as an Appearance-Based Classification Problem.
• Decoding of Ternary Error Correcting Output Codes.
• Context-Based Gesture Recognition.
• Spectral Median Graphs Applied to Graphical Symbol Recognition.
• Deterministic Tourist Walks as an Image Analysis Methodology Based.
• Approaches to Classification of Multichannel Images.
• Fast Fingerprint Matching Based on the Novel Structure Combining the Singular Point with Its Neighborhood Minutiae.
• A New Nearest Neighbor Rule for Text Categorization.
• Alignment of Paragraphs in Bilingual Texts Using Bilingual Dictionaries and Dynamic Programming.
• Document Mining Based on Semantic Understanding of Text.
• Authorship Attribution Using Word Sequences.
• Document Representation Based on Maximal Frequent Sequence Sets.
• Building an Optimal WSD Ensemble Using Per-Word Selection of Best System.
• Pixel-Wise Histograms for Visual Segment Description and Applications.
• eVLBI Development in TIGO.
• Satellite Tracks Removal in Astronomical Images.
• Detection of Coding Regions in Large DNA Sequences Using the Short Time Fourier Transform with Reduced Computational Load.
• Time Series Pattern Recognition Based on MAP Transform and Local Trend Associations.
• System Classification by Using Discriminant Functions of Time-Frequency Features.
• Gabor Kernels for Textured Image Representation and Classification.
• Local Linear Approximation for Kernel Methods: The Railway Kernel.
• Fusion of Gaussian Kernels Within Support Vector Classification.
• Support Vector Machine with External Recurrences for Modeling Dynamic Cerebral Autoregulation.
• An Approach to Automatic Target Recognition in Radar Images Using SVM.
• Analysis of Algebraic Expressions Derived from Genetic Multivariate Polynomials and Support Vector Machines: A Case Study.
• Image Compression by a Time Enhanced Self Organizing Map.