Image Analysis and Recognition - 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings

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.

List of contents

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.

Summary

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.

Product details

• Assisted by: Auréli Campilho (Editor), Aurélio Campilho (Editor), Farida Cheriet (Editor), Fakhri Karray (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 30.06.2017
• EAN: 9783319598758
• ISBN: 978-3-31-959875-8
• No. of pages: 673
• Dimensions: 173 mm x 39 mm x 240 mm
• Weight: 1044 g
• Illustrations: XVII, 673 p. 293 illus.
• Series: Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics; Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Application software; Computersicherheit, C, Algorithmen und Datenstrukturen, Netzwerksicherheit, Data Mining, Artificial Intelligence, Informationstheorie, computer science, Computer Vision, Systems and Data Security, Data and Information Security, Computers and Society, Image Processing and Computer Vision, Data Structures and Information Theory, Data Mining and Knowledge Discovery, Algorithms & data structures, Network Security, Ethical & social aspects of IT, Computer security, Computers and civilization, Information theory, Optical data processing, Expert systems / knowledge-based systems, Data structures (Computer science)