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Advanced Concepts for Intelligent Vision Systems

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Cover of 'Advanced Concepts for Intelligent Vision Systems'

Table of Contents

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    Book Overview
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    Chapter 1 A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically
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    Chapter 2 Body Related Occupancy Maps for Human Action Recognition
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    Chapter 3 Facial Expression Recognition Using Local Region Specific Dense Optical Flow and LBP Features
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    Chapter 4 Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern
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    Chapter 5 Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU
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    Chapter 6 Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies
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    Chapter 7 Full Screen Touch Detection for the Virtual Touch Screen
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    Chapter 8 Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs
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    Chapter 9 Statistical Radial Binary Patterns (SRBP) for Bark Texture Identification
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    Chapter 10 Object Tracking Using Deep Convolutional Neural Networks and Visual Appearance Models
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    Chapter 11 Sensing Forest for Pattern Recognition
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    Chapter 12 Analysis of Skeletal Shape Trajectories for Person Re-Identification
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    Chapter 13 Deep Learning on Underwater Marine Object Detection: A Survey
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    Chapter 14 A Novel and Accurate Local 3D Representation for Face Recognition
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    Chapter 15 Human Face Detection Improvement Using Incremental Learning Based on Low Variance Directions
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    Chapter 16 Multi-view Pose Estimation with Flexible Mixtures-of-Parts
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    Chapter 17 Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification
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    Chapter 18 Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization
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    Chapter 19 Towards Condition Analysis for Machine Vision Based Traffic Sign Inventory
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    Chapter 20 Learning Siamese Features for Finger Spelling Recognition
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    Chapter 21 AMD Classification in Choroidal OCT Using Hierarchical Texton Mining
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    Chapter 22 Prostate Size Inference from Abdominal Ultrasound Images with Patch Based Prior Information
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    Chapter 23 Omnidirectional Localization in vSLAM with Uncertainty Propagation and Bayesian Regression
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    Chapter 24 Visual Localization Based on Place Recognition Using Multi-feature Combination (D- $$\lambda $$ λ LBP++HOG)
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    Chapter 25 Homography-Based Navigation System for Unmanned Aerial Vehicles
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    Chapter 26 Robust Tracking in Weakly Dynamic Scenes
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    Chapter 27 Texturizing and Refinement of 3D City Models with Mobile Devices
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    Chapter 28 Image Classification for Ground Traversability Estimation in Robotics
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    Chapter 29 InSAR Coherence-Dependent Fuzzy C-Means Flood Mapping Using Particle Swarm Optimization
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    Chapter 30 Monitoring and Evaluation of Flooded Areas Based on Fused Texture Descriptors
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    Chapter 31 Anomaly Detection in Crowded Scenarios Using Local and Global Gaussian Mixture Models
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    Chapter 32 JND-Guided Perceptual Pre-filtering for HEVC Compression of UHDTV Video Contents
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    Chapter 33 Visual versus Textual Embedding for Video Retrieval
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    Chapter 34 Handling Noisy Labels in Gaze-Based CBIR System
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    Chapter 35 Extracting Relevant Features from Videos for a Robust Smoke Detection
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    Chapter 36 Images Annotation Extension Based on User Feedback
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    Chapter 37 A Domain Independent Approach to Video Summarization
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    Chapter 38 Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen?
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    Chapter 39 Large-Scale Camera Network Topology Estimation by Lighting Variation
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    Chapter 40 Counting Large Flocks of Birds Using Videos Acquired with Hand-Held Devices
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    Chapter 41 Fast Ground Detection for Range Cameras on Road Surfaces Using a Three-Step Segmentation
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    Chapter 42 A Robust Video Watermarking for Real-Time Application
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    Chapter 43 Multi-object Tracking Using Compressive Sensing Features in Markov Decision Process
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    Chapter 44 Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches
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    Chapter 45 Cell-Based Approach for 3D Reconstruction from Incomplete Silhouettes
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    Chapter 46 Sliding Window Based Micro-expression Spotting: A Benchmark
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    Chapter 47 Bimodal Person Re-identification in Multi-camera System
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    Chapter 48 Adding GLCM Texture Analysis to a Combined Watershed Transform and Graph Cut Model for Image Segmentation
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    Chapter 49 Background Subtraction with Multispectral Images Using Codebook Algorithm
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    Chapter 50 Image Ridge Denoising Using No-Reference Metric
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    Chapter 51 A CSF-Based Preprocessing Method for Image Deblurring
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    Chapter 52 Data Augmentation for Plant Classification
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    Chapter 53 Vision Based Lidar Segmentation for Scan Matching and Camera Fusion
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    Chapter 54 Proposal of Segmentation Method Adapted to the Infrared Sensor
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    Chapter 55 Detection and Tracking of the Pores of the Lamina Cribrosa in Three Dimensional SD-OCT Data
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    Chapter 56 Leaves Segmentation in 3D Point Cloud
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    Chapter 57 Relative Camera Pose Estimation Using Convolutional Neural Networks
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    Chapter 58 Shape Acquisition System Using an Handheld Line Laser Pointer Without Markers
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    Chapter 59 3D Visualization of Radioactive Sources by Combining Depth Maps Generated from a Stereo Radiation Detection Device
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    Chapter 60 Filling Missing Parts of a 3D Mesh by Fusion of Incomplete 3D Data
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    Chapter 61 An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images
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    Chapter 62 3D Shape from SEM Image Using Improved Fast Marching Method
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    Chapter 63 An Enhanced Multi-label Random Walk for Biomedical Image Segmentation Using Statistical Seed Generation
Attention for Chapter 58: Shape Acquisition System Using an Handheld Line Laser Pointer Without Markers
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Chapter title
Shape Acquisition System Using an Handheld Line Laser Pointer Without Markers
Chapter number 58
Book title
Advanced Concepts for Intelligent Vision Systems
Published by
Springer, Cham, September 2017
DOI 10.1007/978-3-319-70353-4_58
Book ISBNs
978-3-31-970352-7, 978-3-31-970353-4
Authors

Jae-Hean Kim, Hyun Kang, Jin Sung Choi, Chang Joon Park