Advanced Concepts for Intelligent Vision Systems
Springer International Publishing (Verlag)
978-3-030-40604-2 (ISBN)
Deep Learning.- Desing data model for Big Data Analysis System.- Deep Learning-based Techniques for Plant Diseases Recognition in Real-Field Scenarios.- EpNet: a Deep Neural Network for Ear Detection in 3D Point Clouds.- Fire Segmentation in Still Images.- Region Proposal Oriented Approach for Domain Adaptive Object Detection.- Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation.- A Novel Framework for Early Fire Detection Using Terrestrial and Aerial 360-degree Images.- Biomedical Image Analysis.- Segmentation of Phase-Contrast MR Images for Aortic Pulse Wave Velocity Measurements.- On the Uncertainty of Retinal Artery-vein Classification with Dense Fully-convolutional Neural Networks.- Object Contour Refinement using Instance Segmentation in Dental Images.- Correction of Temperature Estimated from a Low-Cost Handheld Infrared Camera for Clinical Monitoring.- Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic.- Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography.- Quadratic Tensor Anisotropy Measures for Reliable Curvilinear Pattern Detection.- Biometrics and Identification.- Exposing Presentation Attacks by a Combination of Multi-intrinsic Image Properties, Convolutional Networks and Transfer Learning.- Multiview 3D Markerless Human Pose Estimation.- Clip-level Feature Aggregation: A Key Factor for Video-based Person Re-Identification.- Towards Approximating Personality Cues Through Simple Daily Activities.- Person Identification by Walking Gesture using Skeleton Sequences.- Verifying Kinship from RGB-D Face Data.- VA-StarGAN: Continuous Affect Generation.- Fast Iris Segmentation Algorithm for Visible Wavelength Images Based on Multi-Color Space.- A Local Flow Phase Stretch Transform for Robust Retinal Vessel Detection.- Evaluation of Unconditioned Deep Generative Synthesis of Retinal Images.- Image Analysis.- Dynamic Texture Representation Based on Hierarchical Local Patterns.- Temporal-clustering based Technique for Identifying Thermal Regions in Buildings.- Distance Weighted Loss for Forest Trail Detection using Semantic Line.- Localization of Map Changes by Exploiting SLAM Residuals.- Initial Pose Estimation of 3D Object with Severe Occlusion Using Deep Learning.- Automatic Focal Blur Segmentation based on Difference of Blur Feature using Theoretical Thresholding and Graphcuts.- Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks.- Automatic Optical Inspection for Millimeter Scale Probe Surface Stripping Defects using Convolutional Neural Network.- Image restauration, Compression and Watermarking.- A New SVM-based Zero-watermarking Technique for3D Videos Traitor Tracing.- Design of Perspective Affine Motion Compensation for Versatile Video Coding (VVC).- Investigation of Coding Standards Performances on Optically Acquired and Synthetic Holograms.- Natural Images Enhancement Using Structure Extraction and Retinex.- Unsupervised Desmoking of Laparoscopy Images using Multi-scale DesmokeNet.- VLW-Net: A Very Light-Weight Convolutional Neural Network (CNN) for Single Image Dehazing.- An Improved GAN Semantic Image Inpainting.- Tracking, Mapping and Scene Analysis.- CUDA Implementation of a Point Cloud Shape Descriptor Method for Archaeological Studies.- Red-Green-Blue Augmented Reality Tags for Retail Stores.- Guided Stereo to Improve Depth Resolution of a Small Baseline Stereo Camera Using an Image Sequence.- SuperNCN: Neighbourhood Consensus Network for Robust Outdoor Scenes Matching.- Using Normal/ Abnormal Video Sequence Categorization to Efficient Facial Expression Recognition in the Wild.- Distributed Multi-Class Road User Tracking in Multi-Camera Network for Smart Traffic Applications.- Vehicles Tracking by combining Convolutional Neural Network based Segmentation and Optical Flow Estimation.- Real Time Embedded Person Detection and Tracking in Camera Streams.- Learning Target-Specific Response Attention for Siamese Network Based Visual Tracking.
| Erscheinungsdatum | 18.02.2020 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | XV, 568 p. 305 illus., 231 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 884 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applications • Artificial Intelligence • Computer Networks • Computer Science • Computer systems • computer vision • conference proceedings • Education • Engineering • Human-Computer Interaction (HCI) • Image Analysis • Image Processing • image reconstruction • Image Segmentation • Informatics • Internet • learning • machine learning • Mathematics • Network Protocols • Neural networks • Object recognition • pattern recognition • Research • Signal Processing |
| ISBN-10 | 3-030-40604-0 / 3030406040 |
| ISBN-13 | 978-3-030-40604-2 / 9783030406042 |
| Zustand | Neuware |
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