Computer Vision Metrics
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.
Download free tutorial in PDF (508 pages) created by Scott Krig .
| Pages : | 508 |
| Size : | |
| File type : | |
| Downloads: | 68 |
| Created: | 2021-05-15 |
| License: | Free |
| Author(s): | Scott Krig |
Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233
Others Vision Metrics Tutorials
Others related eBooks about Computer Vision Metrics
MATLAB tutorial for professionalsDownload free MATLAB tutorial course in PDF, training file in 33 chapters and 182 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
unity3d PDF TutorialDownload free unity3d tutorial course in PDF, training file in 40 chapters and 219 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
Operating Systems and MiddlewareDownload free course Operating Systems and Middleware, pdf file on 559 pages by Max Hailperin....
Foundations of Software Science and Computation StructuresDownload free course Foundations of Software Science and Computation Structures, pdf file on 586 pages by Christel Baier, Ugo Dal Lago....
Jenkins: The Definitive Guide: Continuous Integration for the MassesThis book teaches you how to automate your build, integration, release and deployment process with Jenkins, the popular Java-based open source tool that has revolutionized the way teams think about continuous integration (CI). This concise guide shows you how to seamlessly include Jenkins in the d...
S-BPM in the WildDownload free course S-BPM in the Wild, pdf file on 284 pages by Albert Fleischmann, Werner Schmidt, Christian Stary....
Guide to NumPyNumPy is an extension of Python, which provides highly optimized arrays and numerical operations. NumPy replaces a lot of the functionality of Matlab and Mathematica specifically vectorized operations, but in contrast to those products is free and open source. In today's world of science and technol...
Kubernetes for Full-Stack DevelopersDownload free course Kubernetes for Full-Stack Developers, pdf file on 637 pages by Jamon Camisso, Hanif Jetha, Katherine Juell....
97 Things Every Programmer Should Know: Collective Wisdom from the ExpertsTap into the wisdom of experts to learn what every programmer should know, no matter what language you use. With the 97 short and extremely useful tips for programmers in this book, you'll expand your skills by adopting new approaches to old problems, learning appropriate best practices, and honing ...
Scala SuccinctlyDownload free course Scala Succinctly, pdf file on 110 pages by Chris Rose....