Image, Video and 3D Data Registration: Medical, Satellite and Video Processing Applications with Quality Metrics Vasileios Argyriou

ISBN: 9781118702420

Published: August 6th 2015

ebook

320 pages


Description

Image, Video and 3D Data Registration: Medical, Satellite and Video Processing Applications with Quality Metrics  by  Vasileios Argyriou

Image, Video and 3D Data Registration: Medical, Satellite and Video Processing Applications with Quality Metrics by Vasileios Argyriou
August 6th 2015 | ebook | PDF, EPUB, FB2, DjVu, audiobook, mp3, ZIP | 320 pages | ISBN: 9781118702420 | 8.75 Mb

This book will focus on image and video techniques and algorithms for registration in addition to quality performance metrics. There is a significant number of registration methods operating in different levels and domains (e.g. block or featureMoreThis book will focus on image and video techniques and algorithms for registration in addition to quality performance metrics.

There is a significant number of registration methods operating in different levels and domains (e.g. block or feature based, pixel level, Fourier domain, etc.) focusing on specific applications. The book offers a state-of-the-art review of registration based on the targeted application providing an introduction to the particular problems and limitations of each application, an overview of the previous approaches and a detailed analysis of the most well-known current methodologies. Additionally, various assessment metrics for measuring the quality of registration will be presented showcasing the differences among different targeted applications.

For example, the important features in a medical image (e.g. MRI data) may be different from a human face picture and therefore the quality metrics are adjusted accordingly. Metrics for quality assessment will be analysed explaining their advantages and disadvantages, and visual examples will be provided.



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