Image Analysis and Recognition

14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings
1. Auflage 2017
ISBN: 978-3-319-59875-8
Verlag: Springer Nature Switzerland

Buch, Englisch, 673 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 10292 g

Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics

This book constitutes the thoroughly refereed proceedings of the 14th International Conference on Image Analysis and Recognition, ICIAR 2017, held in Montreal, QC, Canada, in July 2017.

The 73 revised full papers presented were carefully reviewed and selected from 133 submissions. The papers are organized in the following topical sections: machine learning in image recognition; machine learning for medical image computing; image enhancement and reconstruction; image segmentation; motion and tracking; 3D computer vision; feature extraction; detection and classification; biomedical image analysis; image analysis in ophthalmology; remote sensing; applications.

Zielgruppe

Research

Autoren/Hrsg.

Karray, Fakhri

Cheriet, Farida

Campilho, Aurélio

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke

Inhaltsverzeichnis

Machine learning in image recognition.- Machine learning for medical image computing.- Image enhancement and reconstruction.- Image segmentation.- Motion and tracking.- 3D computer vision.- Feature extraction.- Detection and classification.- Biomedical image analysis.- Image analysis in ophthalmology.- Remote sensing.- Applications.