Image Analysis

Table of Contents

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   Book Overview
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   Chapter 1 Simplification of Polygonal Chains by Enforcing Few Distinctive Edge Directions
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   Chapter 2 Leaflet Free Edge Detection for the Automatic Analysis of Prosthetic Heart Valve Opening and Closing Motion Patterns from High Speed Video Recordings
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   Chapter 3 Max-Margin Learning of Deep Structured Models for Semantic Segmentation
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   Chapter 4 Robust Abdominal Organ Segmentation Using Regional Convolutional Neural Networks
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   Chapter 5 Detecting Chest Compression Depth Using a Smartphone Camera and Motion Segmentation
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   Chapter 6 Feature Space Clustering for Trabecular Bone Segmentation
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   Chapter 7 Airway-Tree Segmentation in Subjects with Acute Respiratory Distress Syndrome
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   Chapter 8 Context Aware Query Image Representation for Particular Object Retrieval
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    Chapter 9 Granulometry-Based Trabecular Bone Segmentation
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    Chapter 10 Automatic Segmentation of Abdominal Fat in MRI-Scans, Using Graph-Cuts and Image Derived Energies
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    Chapter 11 Two-Source Surface Reconstruction Using Polarisation
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    Chapter 12 Synthetic Aperture Radar (SAR) Monitoring of Avalanche Activity: An Automated Detection Scheme
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    Chapter 13 Canonical Analysis of Sentinel-1 Radar and Sentinel-2 Optical Data
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    Chapter 14 A Noncentral and Non-Gaussian Probability Model for SAR Data
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    Chapter 15 Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive Autoencoder
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    Chapter 16 A Clustering Approach to Heterogeneous Change Detection
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    Chapter 17 Large-Scale Mapping of Small Roads in Lidar Images Using Deep Convolutional Neural Networks
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    Chapter 18 Physics-Aware Gaussian Processes for Earth Observation
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    Chapter 19 Automatic Segmentation of Bone Tissue from Computed Tomography Using a Volumetric Local Binary Patterns Based Method
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    Chapter 20 Local Adaptive Wiener Filtering for Class Averaging in Single Particle Reconstruction
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    Chapter 21 Comparison of Concave Point Detection Methods for Overlapping Convex Objects Segmentation
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    Chapter 22 Decoding Gene Expression in 2D and 3D
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    Chapter 23 Estimation of Heartbeat Peak Locations and Heartbeat Rate from Facial Video
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    Chapter 24 Segmentation of Multiple Structures in Chest Radiographs Using Multi-task Fully Convolutional Networks
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    Chapter 25 A Novel Method for Automatic Localization of Joint Area on Knee Plain Radiographs
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    Chapter 26 Semi-automatic Method for Intervertebral Kinematics Measurement in the Cervical Spine
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    Chapter 27 Memory Effects in Subjective Quality Assessment of X-Ray Images
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    Chapter 28 Classification of Fingerprints Captured Using Optical Coherence Tomography
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    Chapter 29 Interpolation from Grid Lines: Linear, Transfinite and Weighted Method
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    Chapter 30 Automated Pain Assessment in Neonates
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    Chapter 31 Enhancement of Cilia Sub-structures by Multiple Instance Registration and Super-Resolution Reconstruction
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    Chapter 32 Residual vs. Inception vs. Classical Networks for Low-Resolution Face Recognition
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    Chapter 33 Visual Language Identification from Facial Landmarks
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    Chapter 34 HDR Imaging Pipeline for Spectral Filter Array Cameras
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    Chapter 35 Thistle Detection
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    Chapter 36 An Image-Based Method for Objectively Assessing Injection Moulded Plastic Quality
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    Chapter 37 Creating Ultra Dense Point Correspondence Over the Entire Human Head
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    Chapter 38 Collaborative Representation of Statistically Independent Filters’ Response: An Application to Face Recognition Under Illicit Drug Abuse Alterations
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    Chapter 39 Multispectral Constancy Based on Spectral Adaptation Transform
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    Chapter 40 State Estimation of the Performance of Gravity Tables Using Multispectral Image Analysis