Image Analysis and Processing — ICIAP 2015

Table of Contents

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   Book Overview
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   Chapter 1 Transfer Learning Through Greedy Subset Selection
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   Chapter 2 MEG: Multi-Expert Gender Classification from Face Images in a Demographics-Balanced Dataset
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   Chapter 3 An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks
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   Chapter 4 Implicit Boundary Learning for Connectomics
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   Chapter 5 A Parzen-Based Distance Between Probability Measures as an Alternative of Summary Statistics in Approximate Bayesian Computation
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   Chapter 6 Unsupervised Classification of Raw Full-Waveform Airborne Lidar Data by Self Organizing Maps
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   Chapter 7 Fitting Multiple Models via Density Analysis in Tanimoto Space
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   Chapter 8 Bag of Graphs with Geometric Relationships Among Trajectories for Better Human Action Recognition
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    Chapter 9 Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel
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    Chapter 10 Convolved Multi-output Gaussian Processes for Semi-Supervised Learning
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    Chapter 11 Volcano-Seismic Events Classification Using Document Classification Strategies
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    Chapter 12 Unsupervised Feature Selection by Graph Optimization
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    Chapter 13 Gait Recognition Robust to Speed Transition Using Mutual Subspace Method
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    Chapter 14 Path-Based Dominant-Set Clustering
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    Chapter 15 Global and Local Gaussian Process for Multioutput and Treed Data
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    Chapter 16 BRISK Local Descriptors for Heavily Occluded Ball Recognition
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    Chapter 17 Neighborhood Selection for Dimensionality Reduction
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    Chapter 18 Crowdsearching Training Sets for Image Classification
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    Chapter 19 The Color of Smiling: Computational Synaesthesia of Facial Expressions
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    Chapter 20 Learning Texture Image Prior for Super Resolution Using Restricted Boltzmann Machine
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    Chapter 21 GRUNTS: Graph Representation for UNsupervised Temporal Segmentation
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    Chapter 22 A Strict Pyramidal Deep Neural Network for Action Recognition
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    Chapter 23 Nerve Localization by Machine Learning Framework with New Feature Selection Algorithm
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    Chapter 24 Human Tracking Using a Top-Down and Knowledge Based Approach
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    Chapter 25 Fuzzy “Along” Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT
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    Chapter 26 Compression and Querying of Arbitrary Geodesic Distances
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    Chapter 27 Comparing Persistence Diagrams Through Complex Vectors
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    Chapter 28 Pop-up Modelling of Hazy Scenes
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    Chapter 29 3D Geometric Analysis of Tubular Objects Based on Surface Normal Accumulation
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    Chapter 30 Tongue in Cheek
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    Chapter 31 Where Is the Ground? Quality Measures for the Planar Digital Terrain Model in Terrestrial Laser Scanning
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    Chapter 32 Extending the sGLOH Descriptor
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    Chapter 33 Fast Superpixel-Based Hierarchical Approach to Image Segmentation
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    Chapter 34 Supertetras: A Superpixel Analog for Tetrahedral Mesh Oversegmentation
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    Chapter 35 Extraction of Successive Patterns in Document Images by a New Concept Based on Force Histogram and Thick Discrete Lines
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    Chapter 36 Hierarchical Mesh Segmentation Editing Through Rotation Operations
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    Chapter 37 Local Feature Extraction in Log-Polar Images
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    Chapter 38 Scale-Space Techniques for Fiducial Points Extraction from 3D Faces
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    Chapter 39 Filtering Non-Significant Quench Points Using Collision Impact in Grassfire Propagation
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    Chapter 40 Robust and Efficient Camera Motion Synchronization via Matrix Decomposition
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    Chapter 41 Novel View-Synthesis from Multiple Sources for Conversion to 3DS
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    Chapter 42 Dynamic Optimal Path Selection for 3D Triangulation with Multiple Cameras
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    Chapter 43 Smartphone-Based Obstacle Detection for the Visually Impaired
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    Chapter 44 Efficient Moving Point Handling for Incremental 3D Manifold Reconstruction
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    Chapter 45 Volumetric 3D Reconstruction and Parametric Shape Modeling from RGB-D Sequences
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    Chapter 46 Efficient Resolution Enhancement Algorithm for Compressive Sensing Magnetic Resonance Image Reconstruction
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    Chapter 47 Towards Accurate Segmentation of Fibroglandular Tissue in Breast MRI Using Fuzzy C-Means and Skin-Folds Removal
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    Chapter 48 Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores
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    Chapter 49 Information-Based Cost Function for a Bayesian MRI Segmentation Framework
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    Chapter 50 Learning by Sampling for White Blood Cells Segmentation
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    Chapter 51 Fully Automatic Brain Tumor Segmentation by Using Competitive EM and Graph Cut
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    Chapter 52 An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments
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    Chapter 53 Spinal Canal and Spinal Marrow Segmentation by Means of the Hough Transform of Special Classes of Curves
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    Chapter 54 A New Graph-Based Method for Automatic Segmentation
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    Chapter 55 Color Spaces in Data Fusion of Multi-temporal Images
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    Chapter 56 TRAgen: A Tool for Generation of Synthetic Time-Lapse Image Sequences of Living Cells
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    Chapter 57 Automatic Image Analysis and Classification for Urinary Bacteria Infection Screening
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    Chapter 58 LBP-TOP for Volume Lesion Classification in Breast DCE-MRI
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    Chapter 59 Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation
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    Chapter 60 Emotions in Abstract Art: Does Texture Matter?
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    Chapter 61 Movie Genre Classification by Exploiting MEG Brain Signals
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    Chapter 62 Egocentric Video Personalization in Cultural Experiences Scenarios
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    Chapter 63 Advanced Content Based Image Retrieval for Fashion