Computer Vision Metrics
By:Scott Krig
Published on 2014-06-14 by Apress
Computer Vision Metrics provides an extensive survey and analysis of over 100 current and historical feature description and machine vision methods, with a detailed taxonomy for local, regional and global features. This book provides necessary background to develop intuition about why interest point detectors and feature descriptors actually work, how they are designed, with observations about tuning the methods for achieving robustness and invariance targets for specific applications. The survey is broader than it is deep, with over 540 references provided to dig deeper. The taxonomy includes search methods, spectra components, descriptor representation, shape, distance functions, accuracy, efficiency, robustness and invariance attributes, and more. Rather than providing ‘how-to’ source code examples and shortcuts, this book provides a counterpoint discussion to the many fine opencv community source code resources available for hands-on practitioners.
This Book was ranked at 7 by Google Books for keyword computer.
Book ID of Computer Vision Metrics's Books is ktKuAwAAQBAJ, Book which was written byScott Krighave ETAG "R4OfSVhzKGQ"
Book which was published by Apress since 2014-06-14 have ISBNs, ISBN 13 Code is 9781430259305 and ISBN 10 Code is 1430259302
Reading Mode in Text Status is true and Reading Mode in Image Status is true
Book which have "508 Pages" is Printed at BOOK under CategoryComputers
This Book was rated by 1 Raters and have average rate at "5.0"
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