E-Book, Englisch, Band 14253, 461 Seiten, eBook
Christensen / Corke / Detry Computer Vision Systems
1. Auflage 2023
ISBN: 978-3-031-44137-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
14th International Conference, ICVS 2023, Vienna, Austria, September 27–29, 2023, Proceedings
E-Book, Englisch, Band 14253, 461 Seiten, eBook
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-031-44137-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark
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Research
Autoren/Hrsg.
Weitere Infos & Material
Humans and Hands.- Tracking and Identification of Ice Hockey Players.- Dedicated Encoding-streams based Spatio-Temporal framework for dynamic person-independent facial expression recognition.- Hands, Objects, Action! Egocentric 2D Hand-based Action Recognition.- WiFi CSI-Based Long-Range Through-Wall Human Activity Recognition with the ESP32.- PseudoDepth-SLR: Generating Depth Data for Sign Language Recognition.- Slovo: Russian Sign Language Dataset.- Non-contact Heart Rate Monitoring: A Comparative Study of Computer Vision and Radar Approaches.- Medical and Health Care.- CFAB: An Online Data Augmentation to Alleviate the Spuriousness of Classification on Medical Ultrasound Images.- Towards an Unsupervised GrowCut Algorithm for Mammography Segmentation.- DeepLabV3+ Ensemble for Diagnosis of Cardiac Transplant Rejection.- Farming and Forestry.- Of Mice and Pose: 2D Mouse Pose Estimation from Unlabelled Data and Synthetic Prior.- SIFT-guided Saliency-based Augmentation for Weed Detection in Grassland Images:Fusing Classic Computer Vision with Deep Learning.- Key Point-based Orientation Estimation of Strawberries for Robotic Fruit Picking.- Residual Cascade CNN for Detection of Spatially Relevant Objects in Agriculture: The Grape-Stem Paradigm.- Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation.- Automation and Manufacturing.- Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing.- Spatial resolution metric for optimal viewpoints generation in visual inspection planning.- A deep learning-based object detection framework for automatic asphalt pavement patch detection using laser profiling images.- A Flexible Approach to PCB Characterization for Recycling.- SynthRetailProduct3D (SyRePro3D): A Pipeline for Synthesis of 3D Retail Product Models with Domain Specific Details based on Package Class Templates.- Small, but important: Traffic light proposals for detecting small traffic lights and beyond.- MATWI: a Multimodal Automatic Tool Wear Inspection dataset and baseline algorithms.- Mixing Domains for Smartly Picking and Using Limited Datasets in Industrial Object Detection.- Mobile Robotics and Autonomous Systems.- Dynamic Vision-based Satellite Detection: A Time-based Encoding Approach with Spiking Neural Networks.- A Hardware-aware Sampling Parameter Search for Efficient Probabilistic Object Detection.- Towards Food Handling Robots for Automated Meal Preparation in Healthcare Facilities.- TrackAgent: 6D Object Tracking via Reinforcement Learning.- Improving Generalization of Synthetically Trained Sonar Image Descriptors for Underwater Place Recognition.- A uniform distribution of landmarks for efficient map compression.- A Novel Approach: Fourier Series Parameterization and Support Vector Machine Regression for 2D Laser SLAM with Closed Shape Features.- Performance and Robustness.- Performance and Failure Cause Estimation for Machine Learning Systems in the Wild.- Data-Free Model Extraction Attacks in the Context of Object Detection.- xAI-CycleGAN, a Cycle-Consistent Generative Assistive Network.- Improving 3D Inline Computational Imaging of Textureless Objects using Pattern Illumination.- Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval.- BEVSeg: Geometry and Data-Driven based Multi-View Segmentation in Bird's-Eye-View.- Descriptive Attributes for Language-based Object Keypoint Detection.
