Pattern Recognition and Image Analysis

Table of Contents

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   Book Overview
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   Chapter 1 Deforming the Blurred Shape Model for Shape Description and Recognition
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   Chapter 2 A Shortest Path Approach for Vibrating Line Detection and Tracking
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   Chapter 3 And-Or Graph Grammar for Architectural Floor Plan Representation, Learning and Recognition. A Semantic, Structural and Hierarchical Model
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   Chapter 4 Linear Prediction Based Mixture Models for Event Detection in Video Sequences
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   Chapter 5 A Visual Saliency Map Based on Random Sub-window Means
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   Chapter 6 Pattern Recognition and Image Analysis
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   Chapter 7 The Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face Recognition
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   Chapter 8 On Importance of Interactions and Context in Human Action Recognition
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    Chapter 9 Detection Performance Evaluation of Boosted Random Ferns
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    Chapter 10 Feature Selection for Gender Classification
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    Chapter 11 Classification of Repetitive Patterns Using Symmetry Group Prototypes
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    Chapter 12 Distance Maps from Unthresholded Magnitudes
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    Chapter 13 Scratch Assay Analysis with Topology-Preserving Level Sets and Texture Measures
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    Chapter 14 Level Set Segmentation with Shape and Appearance Models Using Affine Moment Descriptors
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    Chapter 15 Automatic HyperParameter Estimation in fMRI
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    Chapter 16 Automatic Branching Detection in IVUS Sequences
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    Chapter 17 A Region Segmentation Method for Colonoscopy Images Using a Model of Polyp Appearance
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    Chapter 18 Interactive Labeling of WCE Images
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    Chapter 19 Automatic and Semi-automatic Analysis of the Extension of Myocardial Infarction in an Experimental Murine Model
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    Chapter 20 Non-rigid Multi-modal Registration of Coronary Arteries Using SIFTflow
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    Chapter 21 Diffuse Liver Disease Classification from Ultrasound Surface Characterization, Clinical and Laboratorial Data
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    Chapter 22 Classification of Ultrasound Medical Images Using Distance Based Feature Selection and Fuzzy-SVM
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    Chapter 23 Ultrasound Plaque Enhanced Activity Index for Predicting Neurological Symptoms
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    Chapter 24 On the Distribution of Dissimilarity Increments
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    Chapter 25 Unsupervised Joint Feature Discretization and Selection
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    Chapter 26 Probabilistic Ranking of Product Features from Customer Reviews
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    Chapter 27 Vocabulary Selection for Graph of Words Embedding
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    Chapter 28 Feature Selection in Regression Tasks Using Conditional Mutual Information
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    Chapter 29 Dual Layer Voting Method for Efficient Multi-label Classification
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    Chapter 30 Passive-Aggressive for On-Line Learning in Statistical Machine Translation
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    Chapter 31 Feature Set Search Space for FuzzyBoost Learning
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    Chapter 32 Interactive Structured Output Prediction: Application to Chromosome Classification
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    Chapter 33 On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor
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    Chapter 34 Explicit Length Modelling for Statistical Machine Translation
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    Chapter 35 Age Regression from Soft Aligned Face Images Using Low Computational Resources
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    Chapter 36 Human Activity Recognition from Accelerometer Data Using a Wearable Device
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    Chapter 37 Viola-Jones Based Detectors: How Much Affects the Training Set?
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    Chapter 38 Fast Classification in Incrementally Growing Spaces
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    Chapter 39 Null Space Based Image Recognition Using Incremental Eigendecomposition
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    Chapter 40 Multi-sensor People Counting
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    Chapter 41 Lossless Compression of Polar Iris Image Data
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    Chapter 42 Learning Features for Human Action Recognition Using Multilayer Architectures
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    Chapter 43 Human Recognition Based on Gait Poses
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    Chapter 44 On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning
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    Chapter 45 Opponent Colors for Human Detection
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    Chapter 46 Automatic Detection of Facial Feature Points via HOGs and Geometric Prior Models
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    Chapter 47 Rectifying Non-euclidean Similarity Data through Tangent Space Reprojection
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    Chapter 48 Gait Identification Using a Novel Gait Representation: Radon Transform of Mean Gait Energy Image
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    Chapter 49 New Algorithm for Segmentation of Images Represented as Hypergraph Hexagonal-Grid
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    Chapter 50 Statistical and Wavelet Based Texture Features for Fish Oocytes Classification
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    Chapter 51 Using Mathematical Morphology for Similarity Search of 3D Objects
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    Chapter 52 Trajectory Analysis Using Switched Motion Fields: A Parametric Approach
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    Chapter 53 Semi-supervised Probabilistic Relaxation for Image Segmentation
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    Chapter 54 Poker Vision: Playing Cards and Chips Identification Based on Image Processing
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    Chapter 55 Occlusion Management in Sequential Mean Field Monte Carlo Methods
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    Chapter 56 New Approach for Road Extraction from High Resolution Remotely Sensed Images Using the Quaternionic Wavelet
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    Chapter 57 On the Influence of Spatial Information for Hyper-spectral Satellite Imaging Characterization
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    Chapter 58 Natural Material Segmentation and Classification Using Polarisation
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    Chapter 59 Reflection Component Separation Using Statistical Analysis and Polarisation
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    Chapter 60 Characterizing Graphs Using Approximate von Neumann Entropy
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    Chapter 61 A Distance for Partially Labeled Trees
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    Chapter 62 An Online Metric Learning Approach through Margin Maximization
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    Chapter 63 Graph Matching on a Low-Cost and Parallel Architecture
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    Chapter 64 A Probabilistic Framework to Obtain a Common Labelling between Attributed Graphs
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    Chapter 65 Feature Selection with Complexity Measure in a Quadratic Programming Setting
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    Chapter 66 Automatic Estimation of the Number of Segmentation Groups Based on MI
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    Chapter 67 Vitality Assessment of Boar Sperm Using N Concentric Squares Resized (NCSR) Texture Descriptor in Digital Images
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    Chapter 68 Filled-in Document Identification Using Local Features and a Direct Voting Scheme
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    Chapter 69 Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation
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    Chapter 70 Topographic EEG Brain Mapping before, during and after Obstructive Sleep Apnea Episodes
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    Chapter 71 Classifying Melodies Using Tree Grammars
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    Chapter 72 A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories
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    Chapter 73 Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option
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    Chapter 74 Language Identification for Interactive Handwriting Transcription of Multilingual Documents
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    Chapter 75 vManager, Developing a Complete CBVR System
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    Chapter 76 On the Use of Dot Scoring for Speaker Diarization
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    Chapter 77 A Bag-of-Paths Based Serialized Subgraph Matching for Symbol Spotting in Line Drawings
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    Chapter 78 Handwritten Word Spotting in Old Manuscript Images Using a Pseudo-structural Descriptor Organized in a Hash Structure
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    Chapter 79 Identification of Erythrocyte Types in Greyscale MGG Images for Computer-Assisted Diagnosis
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    Chapter 80 Classification of High Dimensional and Imbalanced Hyperspectral Imagery Data
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    Chapter 81 Active Learning for Dialogue Act Labelling
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    Chapter 82 Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI
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    Chapter 83 Impact of the Approaches Involved on Word-Graph Derivation from the ASR System
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    Chapter 84 Visual Word Aggregation
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    Chapter 85 Character-Level Interaction in Multimodal Computer-Assisted Transcription of Text Images
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    Chapter 86 Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound Images
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    Chapter 87 Music Score Binarization Based on Domain Knowledge
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    Chapter 88 Identifying Potentially Cancerous Tissues in Chromoendoscopy Images
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    Chapter 89 Myocardial Perfusion Analysis from Adenosine-Induced Stress MDCT
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    Chapter 90 Handwritten Digits Recognition Improved by Multiresolution Classifier Fusion
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    Chapter 91 A Comparison of Spectrum Kernel Machines for Protein Subnuclear Localization
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    Chapter 92 Complex Wavelet Transform Variants in a Scale Invariant Classification of Celiac Disease