Image Analysis and Recognition

Table of Contents

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   Book Overview
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   Chapter 1 Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions
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   Chapter 2 Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion
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   Chapter 3 Transferring and Compressing Convolutional Neural Networks for Face Representations
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   Chapter 4 Efficient Melanoma Detection Using Texture-Based RSurf Features
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   Chapter 5 High-Frequency Spectral Energy Map Estimation Based Gait Analysis System Using a Depth Camera for Pathology Detection
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   Chapter 6 Combining Low-Level Features of Offline Questionnaires for Handwriting Identification
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   Chapter 7 Person Profiling Using Image and Facial Attributes Analyses on Unconstrained Images Retrieved from Online Sources
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   Chapter 8 Palm Print Identification and Verification Using a Genetic-Based Feature Extraction Technique
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    Chapter 9 PCA-Based Face Recognition: Similarity Measures and Number of Eigenvectors
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    Chapter 10 Sinogram Restoration Using Confidence Maps to Reduce Metal Artifact in Computed Tomography
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    Chapter 11 Enhancement of a Turbulent Degraded Frame Using 2D-DTW Averaging
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    Chapter 12 Denoising Multi-view Images Using Non-local Means with Different Similarity Measures
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    Chapter 13 Image Denoising Using Euler-Lagrange Equations for Function-Valued Mappings
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    Chapter 14 Runtime Performance Enhancement of a Superpixel Based Saliency Detection Model
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    Chapter 15 Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation
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    Chapter 16 Quality Assessment of Spectral Reproductions: The Camera’s Perspective
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    Chapter 17 An Image Database for Design and Evaluation of Visual Quality Metrics in Synthetic Scenarios
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    Chapter 18 Perceptual Comparison of Multi-exposure High Dynamic Range and Single-Shot Camera RAW Photographs
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    Chapter 19 Objective Image Quality Measures of Degradation in Compressed Natural Images and their Comparison with Subjective Assessments
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    Chapter 20 Human Detection Based on Infrared Images in Forestry Environments
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    Chapter 21 Cell Segmentation Using Level Set Methods with a New Variance Term
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    Chapter 22 Video Object Segmentation Based on Superpixel Trajectories
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    Chapter 23 Interactive 3D Segmentation of Lymphatic Valves in Confocal Microscopic Images
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    Chapter 24 Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images
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    Chapter 25 Phenotypic Integrated Framework for Classification of ADHD Using fMRI
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    Chapter 26 Directional Local Binary Pattern for Texture Analysis
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    Chapter 27 Kernel Likelihood Estimation for Superpixel Image Parsing
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    Chapter 28 Multinomial Sequence Based Estimation Using Contiguous Subsequences of Length Three
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    Chapter 29 Rotation Tolerant Hand Pose Recognition Using Aggregation of Gradient Orientations
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    Chapter 30 Extracting Lineage Information from Hand-Drawn Ancient Maps
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    Chapter 31 Evaluation of Stochastic Gradient Descent Methods for Nonlinear Mapping of Hyperspectral Data
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    Chapter 32 Automatic Selection of the Optimal Local Feature Detector
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    Chapter 33 Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks
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    Chapter 34 Effective Comparison Features for Pedestrian Detection
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    Chapter 35 Counting People in Crowded Scenes via Detection and Regression Fusion
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    Chapter 36 Multi-graph Based Salient Object Detection
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    Chapter 37 Analysis of Temporal Coherence in Videos for Action Recognition
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    Chapter 38 Effectiveness of Camouflage Make-Up Patterns Against Face Detection Algorithms
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    Chapter 39 A Comparative Study of Vision-Based Traffic Signs Recognition Methods
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    Chapter 40 A Copy-Move Detection Algorithm Using Binary Gradient Contours
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    Chapter 41 Object Detection and Localization Using Deep Convolutional Networks with Softmax Activation and Multi-class Log Loss
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    Chapter 42 Clustering-Based Abnormal Event Detection: Experimental Comparison for Similarity Measures’ Efficiency
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    Chapter 43 Improved DSP Matching with RPCA for Dense Correspondences
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    Chapter 44 An Approach to Improve Accuracy of Photo–to–Sketch Matching
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    Chapter 45 Bio-inspired Boosting for Moving Objects Segmentation
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    Chapter 46 A Lightweight Face Tracking System for Video Surveillance
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    Chapter 47 Single Droplet Tracking in Jet Flow
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    Chapter 48 Video Based Group Tracking and Management
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    Chapter 49 Calibration of Shared Flat Refractive Stereo Systems
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    Chapter 50 3D Structured Light Scanner on the Smartphone
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    Chapter 51 Stereo and Active-Sensor Data Fusion for Improved Stereo Block Matching
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    Chapter 52 Dense Lightfield Disparity Estimation Using Total Variation Regularization
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    Chapter 53 Target Position and Speed Estimation Using LiDAR
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    Chapter 54 Combining 3D Shape and Color for 3D Object Recognition
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    Chapter 55 Privacy-Preserving Fall Detection in Healthcare Using Shape and Motion Features from Low-Resolution RGB-D Videos
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    Chapter 56 Proprioceptive Visual Tracking of a Humanoid Robot Head Motion
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    Chapter 57 A Hybrid Top-Down Bottom-Up Approach for the Detection of Cuboid Shaped Objects
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    Chapter 58 The Impact of Convergence Cameras in a Stereoscopic System for AUVs
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    Chapter 59 Gender Recognition from Face Images Using a Fusion of SVM Classifiers
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    Chapter 60 Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network
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    Chapter 61 Combination of Topological and Local Shape Features for Writer’s Gender, Handedness and Age Classification
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    Chapter 62 Hybrid Off-Line Handwritten Signature Verification Based on Artificial Immune Systems and Support Vector Machines
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    Chapter 63 Selection of User-Dependent Cohorts Using Bezier Curve for Person Identification
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    Chapter 64 Bag of Visual Words Approach for Bleeding Detection in Wireless Capsule Endoscopy Images
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    Chapter 65 Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images
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    Chapter 66 A Self-learning Tumor Segmentation Method on DCE-MRI Images
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    Chapter 67 Morphological Separation of Clustered Nuclei in Histological Images
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    Chapter 68 Fitting of Breast Data Using Free Form Deformation Technique
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    Chapter 69 Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images
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    Chapter 70 Comparison of Flow Cytometry and Image-Based Screening for Cell Cycle Analysis
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    Chapter 71 Improving QuickBundles to Extract Anatomically Coherent White Matter Fiber-Bundles
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    Chapter 72 Automatic Rating of Perivascular Spaces in Brain MRI Using Bag of Visual Words
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    Chapter 73 White Matter Fiber-Bundle Analysis Using Non-negative Tensor Factorization
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    Chapter 74 A Flexible 2D-3D Parametric Image Registration Algorithm for Cardiac MRI
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    Chapter 75 Sparse-View CT Reconstruction Using Curvelet and TV-Based Regularization
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    Chapter 76 Estimating Ejection Fraction and Left Ventricle Volume Using Deep Convolutional Networks
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    Chapter 77 A Hybrid Model for Extracting the Aortic Valve in 3D Computerized Tomography and Its Application to Calculate a New Calcium Score Index
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    Chapter 78 Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters
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    Chapter 79 Age-Related Macular Degeneration Detection and Stage Classification Using Choroidal OCT Images
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    Chapter 80 3D Retinal Vessel Tree Segmentation and Reconstruction with OCT Images
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    Chapter 81 Segmentation of Retinal Blood Vessels Based on Ultimate Elongation Opening
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    Chapter 82 ISauvola: Improved Sauvola’s Algorithm for Document Image Binarization
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    Chapter 83 Recognition of Handwritten Arabic Words with Dropout Applied in MDLSTM
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    Chapter 84 Direct Unsupervised Text Line Extraction from Colored Historical Manuscript Images Using DCT
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    Chapter 85 Time Series Analysis of Garment Distributions via Street Webcam
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    Chapter 86 Automatic System for Zebrafish Counting in Fish Facility Tanks
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    Chapter 87 A Lightweight Mobile System for Crop Disease Diagnosis
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    Chapter 88 Automatic Cattle Identification Using Graph Matching Based on Local Invariant Features
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    Chapter 89 An Intelligent Vision-Based System Applied to Visual Quality Inspection of Beans