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Advanced Concepts for Intelligent Vision Systems : 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10-14, 2020, Proceedings / edited by Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Dan Popescu, Paul Scheunders.

Edition:
1st ed. 2020.
Publication:
Cham : Springer International Publishing : Imprint: Springer, 2020.
Series:
Computer Science (Springer-11645)
LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics SL 6, 12002
Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 12002
Format/Description:
Book
1 online resource (XV, 568 pages) : 305 illustrations, 231 illustrations in color.
Subjects:
Optical data processing.
Computer organization.
Application software.
Machine learning.
Education-Data processing.
Local subjects:
Image Processing and Computer Vision. (search)
Computer Systems Organization and Communication Networks. (search)
Information Systems Applications (incl. Internet). (search)
Machine Learning. (search)
Computers and Education. (search)
Computer Appl. in Social and Behavioral Sciences. (search)
System Details:
text file PDF
Summary:
This book constitutes the proceedings of the 20th INternational Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2020, held in Auckland, New Zealand, in February 2020. The 48 papers presented in this volume were carefully reviewed and selected from a total of 78 submissions. They were organized in topical sections named: deep learning; biomedical image analysis; biometrics and identification; image analysis; image restauration, compression and watermarking; tracking, and mapping and scene analysis. .
Contents:
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.
Contributor:
Blanc-Talon, Jacques. editor., Editor,
Delmas, Patrice, editor., Editor,
Philips, Wilfried, editor., Editor,
Popescu, Dan, editor., Editor,
Scheunders, Paul, editor., Editor,
SpringerLink (Online service)
Contained In:
Springer eBooks
Other format:
Printed edition:
Printed edition:
ISBN:
978-3-030-40605-9
9783030406059
Publisher Number:
10.1007/978-3-030-40605-9 doi
Access Restriction:
Restricted for use by site license.
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