Computer Vision

Table of Contents

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   Book Overview
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   Chapter 1 Classification of Foreign Object Debris Using Integrated Visual Features and Extreme Learning Machine
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   Chapter 2 Two Novel Image-Based CAPTCHA Schemes Based on Visual Effects
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   Chapter 3 An Unsupervised Domain Adaptation Algorithm Based on Canonical Correlation Analysis
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   Chapter 4 UAV-Based Vehicle Detection by Multi-source Images
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   Chapter 5 Moving Object Detection via Integrating Spatial Compactness and Appearance Consistency in the Low-Rank Representation
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   Chapter 6 MFRPN: Towards High-Quality Region Proposal Generation in Object Detection
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   Chapter 7 Pedestrian Detection by Using CNN Features with Skip Connection
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   Chapter 8 Edge-Preserving Background Estimation Using Most Similar Neighbor Patch for Small Target Detection
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    Chapter 9 Space Target Detection in Video Satellite Image via Prior Information
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    Chapter 10 Scene Recognition with Sequential Object Context
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    Chapter 11 Associated Metric Coding Network for Pedestrian Detection
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    Chapter 12 Large-Scale Slow Feature Analysis Using Spark for Visual Object Recognition
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    Chapter 13 Fine-Grained Visual Classification Based on Image Foreground and Sub-category Similarity
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    Chapter 14 Faster R-CNN for Small Traffic Sign Detection
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    Chapter 15 S-OHEM: Stratified Online Hard Example Mining for Object Detection
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    Chapter 16 ScratchNet: Detecting the Scratches on Cellphone Screen
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    Chapter 17 Small UAV Detection in Videos from a Single Moving Camera
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    Chapter 18 A More Efficient CNN Architecture for Plankton Classification
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    Chapter 19 Zero-Shot Learning with Deep Canonical Correlation Analysis
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    Chapter 20 A Novel Level Set Model for Image Segmentation with Interactive Label Regularization Term
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    Chapter 21 Modified Object Detection Method Based on YOLO
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    Chapter 22 Scene Text Detection with Text Statistical Characteristics and Deep Neural Network
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    Chapter 23 Palmprint Recognition Using Sparse Representation of Variable Window-Width Real-Valued Gabor Feature
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    Chapter 24 Robust Multi-view Common Component Learning
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    Chapter 25 Person Re-identification on Heterogeneous Camera Network
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    Chapter 26 Multiple Metric Learning in Kernel Space for Person Re-identification
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    Chapter 27 Multi-angle Insulator Recognition Method in Infrared Image Based on Parallel Deep Convolutional Neural Networks
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    Chapter 28 Enhanced Deep Feature Representation for Person Search
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    Chapter 29 Joint Temporal-Spatial Information and Common Network Consistency Constraint for Person Re-identification
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    Chapter 30 Building Extraction by Stroke Width Transform from Satellite Imagery
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    Chapter 31 Siamese Cosine Network Embedding for Person Re-identification
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    Chapter 32 Person Re-identification with End-to-End Scene Text Recognition
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    Chapter 33 Hierarchical Structure Construction Based on Hyper-sphere Granulation for Finger-Vein Recognition
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    Chapter 34 Imaging Model and Calibration of Lytro Light Field Camera
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    Chapter 35 Bayesian Inference Based Choquet Integral Method
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    Chapter 36 Statistical Degradation Analysis for Real-Time Tracking in Severely Degraded Videos
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    Chapter 37 A Two-Layered Pipeline for Topological Place Recognition Based on Topic Model
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    Chapter 38 Monocular Dense Reconstruction Based on Direct Sparse Odometry
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    Chapter 39 Three Dimensional Object Segmentation Based on Spatial Adaptive Projection for Solid Waste
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    Chapter 40 RGB-D Based Object Segmentation in Severe Color Degraded Environment
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    Chapter 41 Structure-Aware SLAM with Planes in Man-Made Environment
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    Chapter 42 Key Words Extraction and Semantic-Based Image Retrieval on RNNs
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    Chapter 43 Learning the Frame-2-Frame Ego-Motion for Visual Odometry with Convolutional Neural Network
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    Chapter 44 A Progressive Method of Simplifying Polylines with Multi-bends Simplification Templates
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    Chapter 45 Infrared and Visible Image Registration Based on Hypercolumns
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    Chapter 46 4 Collinear Points: Robust Point Set Registration Using Cross Ratio Invariance
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    Chapter 47 A Kind of Affine Weighted Moment Invariants
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    Chapter 48 A Weighted Locally Linear KNN Model for Image Recognition
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    Chapter 49 Analysis of Positioning Performance of the Algorithm of Time Sum of Arrival with RMSE
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    Chapter 50 A Novel Automatic Grouping Algorithm for Feature Selection
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    Chapter 51 Deep Key Frame Extraction for Sport Training
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    Chapter 52 Human Action Recognition Based on Sub-data Learning
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    Chapter 53 Hashing Based State Variation for Human Motion Segmentation
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    Chapter 54 Improvement on Tracking Based on Motion Model and Model Updater
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    Chapter 55 Learning Zeroth Class Dictionary for Human Action Recognition
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    Chapter 56 Global Motion Pattern Based Event Recognition in Multi-person Videos
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    Chapter 57 Hierarchical Convolutional Features for Long-Term Correlation Tracking
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    Chapter 58 Saliency Detection Using Texture and Local Cues
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    Chapter 59 An Improved Saliency Detection Method Using Hypergraphs on Adaptive Multiscales
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    Chapter 60 Visual Saliency Detection via Prior Regularized Manifold Ranking