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Extreme Value Theory-Based Methods for Visual Recognition

By: (Author) Walter J. Scheirer

Extended Catalogue

Ksh 7,200.00

Format: Paperback / Softback

ISBN-10: 3031006895

ISBN-13: 9783031006890

Series: Synthesis Lectures on Computer Vision

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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