Image analysis and recognition : 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings / Fakhri Karray, Aurélio Campilho, Farida Cheriet (eds.).Material type: TextSeries: Serienbezeichnung | Lecture notes in computer science ; 10317. | LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.Publisher: Cham, Switzerland : Springer, 2017Description: 1 online resource (xvii, 673 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783319598765; 3319598767Other title: ICIAR 2017Subject(s): Image analysis -- Congresses | Image processing -- Digital techniques -- Congresses | Pattern recognition systems -- Congresses | Ethical & social aspects of IT | Artificial intelligence | Data mining | Computer security | Algorithms & data structures | Image processing | Computers -- Social Aspects -- General | Computers -- Intelligence (AI) & Semantics | Computers -- Database Management -- Data Mining | Computers -- Security -- General | Computers -- Information Theory | Computers -- Computer Graphics | Image analysis | Image processing -- Digital techniques | Pattern recognition systemsGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Image analysis and recognition.DDC classification: 006.6 LOC classification: TA1634Online resources: Click here to access online
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International conference proceedings.
Includes author index.
Online resource; title from PDF title page (SpringerLink, viewed June 22, 2017).
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.
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.