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Computational Texture Patterns Textons by Dana Kristin (9 results)
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Computational Texture and Patterns: From Textons to Deep Learning (Synthesis Lectures on Computer Vision)
Published by Morgan & Claypool Publishers, 2018
ISBN 10: 1681730111 ISBN 13: 9781681730110
Language: English
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US$ 64.33
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Computational Texture and Patterns: From Textons to Deep Learning (Synthesis Lectures on Computer Vision)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
US$ 75.88
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Condition: New. 1st edition NO-PA16APR2015-KAP.
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US$ 72.99
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Computational Texture and Patterns : From Textons to Deep Learning
Published by Springer International Publishing, 2018
ISBN 10: 303100695X ISBN 13: 9783031006951
Language: English
US$ 71.14
Convert currencyUS$ 71.79 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Visual pattern analysis is a fundamental tool in mining data for knowledge. Computational representations for patterns and texture allow us to summarize, store, compare, and label in order to learn about the physical world. Our ability to capture visual imagery with cameras and sensors has resulted in vast amounts of raw data, but using this information effectively in a task-specific manner requires sophisticated computational representations. We enumerate specific desirable traits for these representations: (1) intraclass invariance-to support recognition; (2) illumination and geometric invariance for robustness to imaging conditions; (3) support for prediction and synthesis to use the model to infer continuation of the pattern; (4) support for change detection to detect anomalies and perturbations; and (5) support for physics-based interpretation to infer system properties from appearance. In recent years, computer vision has undergone a metamorphosis with classic algorithms adaptingto new trends in deep learning. This text provides a tour of algorithm evolution including pattern recognition, segmentation and synthesis. We consider the general relevance and prominence of visual pattern analysis and applications that rely on computational models.
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US$ 98.46
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