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Pattern Recognition and Image Analysis

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Cover of 'Pattern Recognition and Image Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 Ordinal Class Imbalance with Ranking
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    Chapter 2 Performance Metrics for Model Fusion in Twitter Data Drifts
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    Chapter 3 Online Learning of Attributed Bi-Automata for Dialogue Management in Spoken Dialogue Systems
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    Chapter 4 Log-Linear Weight Optimization Using Discriminative Ridge Regression Method in Statistical Machine Translation
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    Chapter 5 Deep Convolutional Neural Networks and Maximum-Likelihood Principle in Approximate Nearest Neighbor Search
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    Chapter 6 BMOG: Boosted Gaussian Mixture Model with Controlled Complexity
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    Chapter 7 Measuring the Quality of Annotations for a Subjective Crowdsourcing Task
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    Chapter 8 Pre-trained Convolutional Networks and Generative Statistical Models: A Comparative Study in Large Datasets
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    Chapter 9 Simple and Effective Multi-word Query Spotting in Handwritten Text Images
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    Chapter 10 Recognizing Activities of Daily Living from Egocentric Images
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    Chapter 11 Strategies of Dictionary Usages for Sparse Representations for Pedestrian Classification
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    Chapter 12 What Do Datasets Say About Saliency Models?
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    Chapter 13 Combining Defocus and Photoconsistency for Depth Map Estimation in 3D Integral Imaging
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    Chapter 14 Multi-channel Convolutional Neural Network Ensemble for Pedestrian Detection
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    Chapter 15 Human Pose Estimation by a Series of Residual Auto-Encoders
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    Chapter 16 Context-Aware Distance for Anomalous Human Trajectories Detection
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    Chapter 17 A Historical Document Handwriting Transcription End-to-end System
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    Chapter 18 Interactive Layout Detection
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    Chapter 19 Impact of the Acquisition Time on ECG Compression-Based Biometric Identification Systems
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    Chapter 20 Z-Images
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    Chapter 21 Oversegmentation Methods: A New Evaluation
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    Chapter 22 ASARI: A New Adaptive Oversegmentation Method
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    Chapter 23 A New Normalized Supervised Edge Detection Evaluation
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    Chapter 24 Similarity Metrics for Intensity-Based Registration Using Breast Density Maps
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    Chapter 25 Registration of Breast Surface Data Before and After Surgical Intervention
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    Chapter 26 Visualization of Distinct DNA Regions of the Modern Human Relatively to a Neanderthal Genome
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    Chapter 27 Transfer Learning with Partial Observability Applied to Cervical Cancer Screening
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    Chapter 28 Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy
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    Chapter 29 On the Approximation of the Kolmogorov Complexity for DNA Sequences
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    Chapter 30 Prediction of Breast Deformities: A Step Forward for Planning Aesthetic Results After Breast Surgery
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    Chapter 31 Staff-Line Detection on Grayscale Images with Pixel Classification
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    Chapter 32 Information Extraction in Handwritten Marriage Licenses Books Using the MGGI Methodology
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    Chapter 33 Leveraging Activity Indexing for Egocentric Image Retrieval
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    Chapter 34 Pupil Light Reflex Mitigation Using Non-linear Image Warping
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    Chapter 35 Multimodal Learning for Sign Language Recognition
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    Chapter 36 Bayesian Approach in Kendall Shape Space for Plant Species Classification
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    Chapter 37 A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems
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    Chapter 38 Classification of Fiducial Markers in Challenging Conditions with SVM
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    Chapter 39 Detecting Changes with the Robust Competitive Detector
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    Chapter 40 Improved Compression-Based Pattern Recognition Exploiting New Useful Features
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    Chapter 41 VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering
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    Chapter 42 On the Use of Spearman’s Rho to Measure the Stability of Feature Rankings
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    Chapter 43 Graph Embedding Through Probabilistic Graphical Model Applied to Symbolic Graphs
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    Chapter 44 Automatic Documents Counterfeit Classification Using Image Processing and Analysis
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    Chapter 45 Feature-Based Scaffolding for Object Tracking
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    Chapter 46 Sign Language Gesture Recognition Using HMM
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    Chapter 47 RGB-D Computer Vision Techniques for Simulated Prosthetic Vision
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    Chapter 48 A Study on the Cardinality of Ordered Average Pooling in Visual Recognition
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    Chapter 49 VFH-Color and Deep Belief Network for 3D Point Cloud Recognition
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    Chapter 50 Body Shape-Based Biometric Person Recognition from mmW Images
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    Chapter 51 Spacial Aliasing Artefact Detection on T1-Weighted MRI Images
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    Chapter 52 Sentiment Recognition in Egocentric Photostreams
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    Chapter 53 An Insight on the ‘Large G, Small n’ Problem in Gene-Expression Microarray Classification
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    Chapter 54 Neighbor Distance Ratios and Dynamic Weighting in Multi-biometric Fusion
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    Chapter 55 Detecting Spatio-Temporally Interest Points Using the Shearlet Transform
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    Chapter 56 Space-Time Flexible Kernel for Recognizing Activities from Wearable Cameras
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    Chapter 57 Multi-modal Complete Breast Segmentation
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    Chapter 58 Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding
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    Chapter 59 Segmentation of the Rectus Abdominis Muscle Anterior Fascia for the Analysis of Deep Inferior Epigastric Perforators
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Title
Pattern Recognition and Image Analysis
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-58838-4
ISBNs
978-3-31-958837-7, 978-3-31-958838-4
Editors

Luís A. Alexandre, José Salvador Sánchez, João M. F. Rodrigues

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