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Computer Vision Systems

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Cover of 'Computer Vision Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Tracking and Identification of Ice Hockey Players
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    Chapter 2 Dedicated Encoding-Streams Based Spatio-Temporal Framework for Dynamic Person-Independent Facial Expression Recognition
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    Chapter 3 Hands, Objects, Action! Egocentric 2D Hand-Based Action Recognition
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    Chapter 4 WiFi CSI-Based Long-Range Through-Wall Human Activity Recognition with the ESP32
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    Chapter 5 PseudoDepth-SLR: Generating Depth Data for Sign Language Recognition
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    Chapter 6 Slovo: Russian Sign Language Dataset
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    Chapter 7 Non-contact Heart Rate Monitoring: A Comparative Study of Computer Vision and Radar Approaches
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    Chapter 8 CFAB: An Online Data Augmentation to Alleviate the Spuriousness of Classification on Medical Ultrasound Images
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    Chapter 9 Towards an Unsupervised GrowCut Algorithm for Mammography Segmentation
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    Chapter 10 DeepLabV3+ Ensemble for Diagnosis of Cardiac Transplant Rejection
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    Chapter 11 Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior
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    Chapter 12 SIFT-Guided Saliency-Based Augmentation for Weed Detection in Grassland Images: Fusing Classic Computer Vision with Deep Learning
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    Chapter 13 Key Point-Based Orientation Estimation of Strawberries for Robotic Fruit Picking
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    Chapter 14 Residual Cascade CNN for Detection of Spatially Relevant Objects in Agriculture: The Grape-Stem Paradigm
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    Chapter 15 Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation
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    Chapter 16 Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing
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    Chapter 17 Spatial Resolution Metric for Optimal Viewpoints Generation in Visual Inspection Planning
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    Chapter 18 A Deep Learning-Based Object Detection Framework for Automatic Asphalt Pavement Patch Detection Using Laser Profiling Images
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    Chapter 19 A Flexible Approach to PCB Characterization for Recycling
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    Chapter 20 SynthRetailProduct3D (SyRePro3D): A Pipeline for Synthesis of 3D Retail Product Models with Domain Specific Details Based on Package Class Templates
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    Chapter 21 Small, but Important: Traffic Light Proposals for Detecting Small Traffic Lights and Beyond
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    Chapter 22 MATWI: A Multimodal Automatic Tool Wear Inspection Dataset and Baseline Algorithms
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    Chapter 23 Mixing Domains for Smartly Picking and Using Limited Datasets in Industrial Object Detection
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    Chapter 24 Dynamic Vision-Based Satellite Detection: A Time-Based Encoding Approach with Spiking Neural Networks
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    Chapter 25 A Hardware-Aware Sampling Parameter Search for Efficient Probabilistic Object Detection
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    Chapter 26 Towards Food Handling Robots for Automated Meal Preparation in Healthcare Facilities
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    Chapter 27 TrackAgent: 6D Object Tracking via Reinforcement Learning
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    Chapter 28 Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place Recognition
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    Chapter 29 A Uniform Distribution of Landmarks for Efficient Map Compression
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    Chapter 30 A Novel Approach: Fourier Series Parameterization and Support Vector Regression for 2D Laser SLAM with Closed Shape Features
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    Chapter 31 Performance and Failure Cause Estimation for Machine Learning Systems in the Wild
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    Chapter 32 Data-Free Model Extraction Attacks in the Context of Object Detection
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    Chapter 33 xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network
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    Chapter 34 Improving 3D Inline Computational Imaging of Textureless Objects Using Pattern Illumination
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    Chapter 35 Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval
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    Chapter 36 BEVSeg: Geometry and Data-Driven Based Multi-view Segmentation in Bird’s-Eye-View
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    Chapter 37 Descriptive Attributes for Language-Based Object Keypoint Detection
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Title
Computer Vision Systems
Published by
Springer Nature Switzerland, October 2023
DOI 10.1007/978-3-031-44137-0
ISBNs
978-3-03-144136-3, 978-3-03-144137-0
Editors

Christensen, Henrik I., Corke, Peter, Detry, Renaud, Weibel, Jean-Baptiste, Vincze, Markus

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