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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
Overall attention for this book and its chapters
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Mentioned by

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Citations

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Title
Advanced Concepts for Intelligent Vision Systems
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-70353-4
ISBNs
978-3-31-970352-7, 978-3-31-970353-4
Editors

Jacques Blanc-Talon, Rudi Penne, Wilfried Philips, Dan Popescu, Paul Scheunders

Twitter Demographics

The data shown below were collected from the profiles of 3 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 9 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 9 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 2 22%
Student > Master 1 11%
Unspecified 1 11%
Lecturer 1 11%
Unknown 4 44%
Readers by discipline Count As %
Computer Science 2 22%
Unspecified 1 11%
Engineering 1 11%
Unknown 5 56%