Imaging, Vision and Learning Based on Optimization and PDEs

Language: English

Published by Springer, Palgrave Macmillan Nov 2018, 2018

3319912739 / 9783319912738

Series: Book 34 of 40 - Mathematics and Visualization

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This item is printed on demand - Print on Demand Titel. Neuware -This volume presents the peer-reviewed proceedings of the international conference Imaging, Vision and Learning Based on Optimization and PDEs (IVLOPDE), held in Bergen, Norway, in August/September 2016. The contributions cover state-of-the-art research on mathematical techniques for image processing, computer vision and machine learning based on optimization and partial differential equations (PDEs).It has become an established paradigm to formulate problems within image processing and computer vision as PDEs, variational problems or finite dimensional optimization problems. This compact yet expressive framework makes it possible to incorporate a range of desired properties of the solutions and to design algorithms based on well-founded mathematical theory. A growing body of research has also approached more general problems within data analysis and machine learning from the same perspective, and demonstrated the advantages over earlier, more established algorithms.This volume will appeal to all mathematicians and computer scientists interested in novel techniques and analytical results for optimization, variational models and PDEs, together with experimental results on applications ranging from early image formation to high-level image and data analysis.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 264 pp. Englisch.…

Seller Inventory # 9783319912738

Title
Imaging, Vision and Learning Based on Optimization and PDEs
Author
Xue-Cheng Tai
Publisher
Springer, Palgrave Macmillan Nov 2018
Publication year
2018
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319912739
ISBN 13
9783319912738
Item weight
565 grams
Dimensions
241x160x20 mm
Series
Book 34 of 40: Mathematics and Visualization

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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