Extreme Value Theory-Based Methods for Visual Recognition

by Walter J. Scheirer

Book Details

Format Paperback / Softback

Book Series Synthesis Lectures on Computer Vision

ISBN-10 3031006895

ISBN-13 9783031006890

Publisher Springer International Publishing AG

Imprint Springer International Publishing AG

Country of Manufacture GB

Country of Publication GB

Publication Date Feb 15th, 2017

Print length 115 Pages

Product Classification: Pattern recognition Computer vision Image processing

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EVT has several important properties: strong statistical grounding, better modeling accuracy near decision boundaries than Gaussian modeling, the ability to model asymmetric decision boundaries, and accurate prediction of the probability of an event beyond our experience.

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