Computer Analysis of Images and Patterns

Table of Contents

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   Book Overview
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   Chapter 1 HMDHBN: Hidden Markov Inducing a Dynamic Hierarchical Bayesian Network for Tumor Growth Prediction
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   Chapter 2 MIVIABot: A Cognitive Robot for Smart Museum
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   Chapter 3 Two-Stage RGB-Based Action Detection Using Augmented 3D Poses
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   Chapter 4 How Does Connected Components Labeling with Decision Trees Perform on GPUs?
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   Chapter 5 A Compact Light Field Camera for Real-Time Depth Estimation
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   Chapter 6 A Real-Time Processing Stand-Alone Multiple Object Visual Tracking System
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   Chapter 7 Demo: Accelerating Depth-Map on Mobile Device Using CPU-GPU Co-processing
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   Chapter 8 Skin Lesion Segmentation Ensemble with Diverse Training Strategies
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    Chapter 9 Hough Based Evolutions for Enhancing Structures in 3D Electron Microscopy
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    Chapter 10 Automated Segmentation of Nanoparticles in BF TEM Images by U-Net Binarization and Branch and Bound
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    Chapter 11 A Fractal-Based Approach to Network Characterization Applied to Texture Analysis
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    Chapter 12 Binary Tomography Using Variants of Local Binary Patterns as Texture Priors
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    Chapter 13 Volumes of Blurred-Invariant Gaussians for Dynamic Texture Classification
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    Chapter 14 Learning Visual Dictionaries from Class-Specific Superpixel Segmentation
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    Chapter 15 Towards Real-Time Image Enhancement GANs
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    Chapter 16 Multi-stream Convolutional Networks for Indoor Scene Recognition
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    Chapter 17 Learning Controllable Face Generator from Disjoint Datasets
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    Chapter 18 Learning Discriminatory Deep Clustering Models
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    Chapter 19 Multi-stream Convolutional Autoencoder and 2D Generative Adversarial Network for Glioma Classification
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    Chapter 20 Object Contour and Edge Detection with RefineContourNet
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    Chapter 21 LYTNet: A Convolutional Neural Network for Real-Time Pedestrian Traffic Lights and Zebra Crossing Recognition for the Visually Impaired
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    Chapter 22 A Sequential CNN Approach for Foreign Object Detection in Hyperspectral Images
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    Chapter 23 Transfer Learning for Improving Lifelog Image Retrieval
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    Chapter 24 Which Is Which? Evaluation of Local Descriptors for Image Matching in Real-World Scenarios
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    Chapter 25 How Well Current Saliency Prediction Models Perform on UAVs Videos?
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    Chapter 26 Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis
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    Chapter 27 500,000 Images Closer to Eyelid and Pupil Segmentation
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    Chapter 28 Blur Invariant Template Matching Using Projection onto Convex Sets
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    Chapter 29 Partitioning 2D Images into Prototypes of Slope Region
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    Chapter 30 Homological Region Adjacency Tree for a 3D Binary Digital Image via HSF Model
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    Chapter 31 Reliability of Results and Fairness in the Comparison of Rates Among 3D Facial Expression Recognition Works
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    Chapter 32 On the Null-Space of the Shape-Color Moment Invariants
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    Chapter 33 Variational Optical Flow: Warping and Interpolation Revisited
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    Chapter 34 Robust Histogram Estimation Under Gaussian Noise
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    Chapter 35 A Discrete Approach for Polygonal Approximation of Irregular Noise Contours
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    Chapter 36 Learning the Graph Edit Distance Parameters for Point-Set Image Registration
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    Chapter 37 An Explainable AI-Based Computer Aided Detection System for Diabetic Retinopathy Using Retinal Fundus Images
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    Chapter 38 An Adaptive Copy-Move Forgery Detection Using Wavelet Coefficients Multiscale Decay
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    Chapter 39 Real Time Object Detection on Aerial Imagery
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    Chapter 40 Comparison of Deep Learning-Based Recognition Techniques for Medical and Biomedical Images
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    Chapter 41 Retrieved Image Refinement by Bootstrap Outlier Test
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    Chapter 42 MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset
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    Chapter 43 Robust Classification of Head Pose from Low Resolution Images
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    Chapter 44 Forecasting of Meteorological Weather Time Series Through a Feature Vector Based on Correlation
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    Chapter 45 Smart Monitoring of Crops Using Generative Adversarial Networks
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    Chapter 46 A CNN Based HEp-2 Specimen Image Segmentation and Identification of Mitotic Spindle Type Specimens
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    Chapter 47 Unsupervised Routine Discovery in Egocentric Photo-Streams
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    Chapter 48 Color Visual Cryptography with Completely Randomly Coded Colors
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    Chapter 49 Using the Properties of Primate Motion Sensitive Neurons to Extract Camera Motion and Depth from Brief 2-D Monocular Image Sequences
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    Chapter 50 Refined Deep Learning for Digital Objects Recognition via Betti Invariants
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    Chapter 51 Real-Time Micro-expression Detection in Unlabeled Long Videos Using Optical Flow and LSTM Neural Network
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    Chapter 52 A Global-Matching Framework for Multi-View Stereopsis
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    Chapter 53 Quality Analysis of Fingerprint Images Using Local Phase Quantization
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    Chapter 54 Intrinsic Calibration of Depth Cameras for Mobile Robots Using a Radial Laser Scanner
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    Chapter 55 Multilinear Subspace Method Based on Geodesic Distance for Volumetric Object Classification