Computer Vision Metrics (Paperback)
Language: English
Published by Springer-verlag Berlin And Heidelberg Gmbh & Co. Kg, Berkley, 2014
- First Edition
- Softcover
- New
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
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Paperback. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9781430259299
- Title
- Computer Vision Metrics (Paperback)
- Author
- Scott Krig
- Publisher
- Springer-verlag Berlin And Heidelberg Gmbh & Co. Kg, Berkley
- Publication year
- 2014
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 1430259299
- ISBN 13
- 9781430259299
- Edition
- 1st Edition
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.
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Grand Eagle Retail
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AbeBooks seller since October 12, 2005
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