Table of Contents

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   Book Overview
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   Chapter 1 A Weight-Selection Strategy on Training Deep Neural Networks for Imbalanced Classification
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   Chapter 2 End-to-End Deep Learning for Driver Distraction Recognition
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   Chapter 3 Deep CNN with Graph Laplacian Regularization for Multi-label Image Annotation
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   Chapter 4 Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing
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   Chapter 5 Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach
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   Chapter 6 Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification
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   Chapter 7 Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction
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   Chapter 8 Left Ventricle Wall Detection from Ultrasound Images Using Shape and Appearance Information
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    Chapter 9 Probabilistic Segmentation of Brain White Matter Lesions Using Texture-Based Classification
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    Chapter 10 A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer
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    Chapter 11 Ejection Fraction Estimation Using a Wide Convolutional Neural Network
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    Chapter 12 Fully Deep Convolutional Neural Networks for Segmentation of the Prostate Gland in Diffusion-Weighted MR Images
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    Chapter 13 Compensated Row-Column Ultrasound Imaging System Using Three Dimensional Random Fields
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    Chapter 14 Curvelet-Based Bayesian Estimator for Speckle Suppression in Ultrasound Imaging
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    Chapter 15 Object Boundary Based Denoising for Depth Images
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    Chapter 16 A Note on Boosting Algorithms for Image Denoising
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    Chapter 17 K-Autoregressive Clustering: Application on Terahertz Image Analysis
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    Chapter 18 Scale and Rotation Invariant Character Segmentation from Coins
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    Chapter 19 Image Segmentation Based on Solving the Flow in the Mesh with the Connections of Limited Capacities
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    Chapter 20 Exploiting Semantic Segmentation for Robust Camera Motion Classification
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    Chapter 21 An Event-Based Optical Flow Algorithm for Dynamic Vision Sensors
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    Chapter 22 People’s Re-identification Across Multiple Non-overlapping Cameras by Local Discriminative Patch Matching
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    Chapter 23 Hybrid Multi-modal Fusion for Human Action Recognition
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    Chapter 24 Change Detection in Urban Streets by a Real Time Lidar Scanner and MLS Reference Data
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    Chapter 25 Creating Immersive Virtual Reality Scenes Using a Single RGB-D Camera
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    Chapter 26 Sunshine Hours and Sunlight Direction Using Shadow Detection in a Video
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    Chapter 27 People-Flow Counting Using Depth Images for Embedded Processing
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    Chapter 28 Salient Object Detection in Images by Combining Objectness Clues in the RGBD Space
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    Chapter 29 Development of an Active Shape Model Using the Discrete Cosine Transform
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    Chapter 30 Ground Plane Segmentation Using Artificial Neural Network for Pedestrian Detection
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    Chapter 31 An Improved Directional Convexity Measure for Binary Images
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    Chapter 32 Learning Salient Structures for the Analysis of Symmetric Patterns
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    Chapter 33 Triplet Networks Feature Masking for Sketch-Based Image Retrieval
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    Chapter 34 Are You Smiling as a Celebrity? Latent Smile and Gender Recognition
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    Chapter 35 An Empirical Analysis of Deep Feature Learning for RGB-D Object Recognition
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    Chapter 36 Image Registration Based on a Minimized Cost Function and SURF Algorithm
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    Chapter 37 A Better Trajectory Shape Descriptor for Human Activity Recognition
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    Chapter 38 Gaussian Mixture Trees for One Class Classification in Automated Visual Inspection
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    Chapter 39 Shadow Detection for Vehicle Classification in Urban Environments
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    Chapter 40 Input Fast-Forwarding for Better Deep Learning
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    Chapter 41 Improving Convolutional Neural Network Design via Variable Neighborhood Search
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    Chapter 42 Fast Spectral Clustering Using Autoencoders and Landmarks
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    Chapter 43 Improved Face and Head Detection Based on Traditional Middle Eastern Clothing
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    Chapter 44 Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes
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    Chapter 45 Classification Boosting by Data Decomposition Using Consensus-Based Combination of Classifiers
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    Chapter 46 Classification Using Mixture of Discriminative Learners: The Case of Compositional Data
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    Chapter 47 Mesh-Based Active Model Initialization for Multiple Organ Segmentation in MR Images
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    Chapter 48 Sperm Flagellum Center-Line Tracing in Fluorescence 3D+t Low SNR Stacks Using an Iterative Minimal Path Method
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    Chapter 49 Curvelet-Based Classification of Brain MRI Images
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    Chapter 50 A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures
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    Chapter 51 Breast Density Classification Using Local Ternary Patterns in Mammograms
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    Chapter 52 Segmentation of Prostate in Diffusion MR Images via Clustering
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    Chapter 53 Facial Skin Classification Using Convolutional Neural Networks
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    Chapter 54 Automatic Detection of Globules, Streaks and Pigment Network Based on Texture and Color Analysis in Dermoscopic Images
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    Chapter 55 Learning to Deblur Adaptive Optics Retinal Images
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    Chapter 56 A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images
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    Chapter 57 Adversarial Synthesis of Retinal Images from Vessel Trees
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    Chapter 58 Automated Analysis of Directional Optical Coherence Tomography Images
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    Chapter 59 Contrast Enhancement by Top-Hat and Bottom-Hat Transform with Optimal Structuring Element: Application to Retinal Vessel Segmentation
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    Chapter 60 Retinal Biomarkers of Alzheimer’s Disease: Insights from Transgenic Mouse Models
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    Chapter 61 Particle Swarm Optimization Approach for the Segmentation of Retinal Vessels from Fundus Images
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    Chapter 62 Retinal Vessel Segmentation from a Hyperspectral Camera Images
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    Chapter 63 The Potential of Deep Features for Small Object Class Identification in Very High Resolution Remote Sensing Imagery
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    Chapter 64 Segmentation of LiDAR Intensity Using CNN Feature Based on Weighted Voting
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    Chapter 65 A Lattice-Theoretic Approach for Segmentation of Truss-Like Porous Objects in Outdoor Aerial Scenes
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    Chapter 66 Non-dictionary Aided Sparse Unmixing of Hyperspectral Images via Weighted Nonnegative Matrix Factorization
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    Chapter 67 Stroke Width Transform for Linear Structure Detection: Application to River and Road Extraction from High-Resolution Satellite Images
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    Chapter 68 Real Time Fault Detection in Photovoltaic Cells by Cameras on Drones
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    Chapter 69 Cow Behavior Recognition Using Motion History Image Feature
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    Chapter 70 Footnote-Based Document Image Classification
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    Chapter 71 Feature Learning for Footnote-Based Document Image Classification
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    Chapter 72 Analysis of Sloshing in Tanks Using Image Processing
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    Chapter 73 Light Field Estimation in the Ultraviolet Spectrum