Logo

Computer Vision Metrics: Survey, Taxonomy, and Analysis

Large book cover: Computer Vision Metrics: Survey, Taxonomy, and Analysis

Computer Vision Metrics: Survey, Taxonomy, and Analysis
by

Publisher: Springer
ISBN/ASIN: 1430259299
ISBN-13: 9781430259299
Number of pages: 498

Description:
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.

Home page url

Download or read it online for free here:
Download link
(16MB, PDF)

Similar books

Book cover: Brain, Vision and AIBrain, Vision and AI
by - InTech
The book provides new ideas, original results and practical experiences regarding service robotics. It is only a small example of this research activity, but it covers a great deal of what has been done in the field recently.
(14763 views)
Book cover: Face RecognitionFace Recognition
by - InTech
This book aims to bring together selected recent advances, applications and original results in the area of biometric face recognition. They can be useful for researchers, engineers, graduate and postgraduate students, and experts in this area.
(10383 views)
Book cover: Machine VisionMachine Vision
by - McGraw-Hill
The book is intended to provide a balanced introduction to machine vision. Basic concepts are introduced with only essential mathematical elements. The details to allow implementation and use of vision algorithm in practical application are provided.
(17873 views)
Book cover: Advances in Stereo VisionAdvances in Stereo Vision
by - InTech
In this small book the authors have attempted to present a limited but relevant sample of the work being carried out in stereo vision, covering significant aspects both from the applied and from the theoretical standpoints.
(8993 views)