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Image, Video and 3D Data Registration

Autor Vasileios Argyriou, Jesus Martinez Del Rincon, Barbara Villarini, Alexis Roche
en Limba Engleză Hardback – 17 aug 2015
Data registration refers to a series of techniques for matching or bringing similar objects or datasets together into alignment. These techniques enjoy widespread use in a diverse variety of applications, such as video coding, tracking, object and face detection and recognition, surveillance and satellite imaging, medical image analysis and structure from motion. Registration methods are as numerous as their manifold uses, from pixel level and block or feature based methods to Fourier domain methods. This book is focused on providing algorithms and image and video techniques for registration and quality performance metrics. The authors provide various assessment metrics for measuring registration quality alongside analyses of registration techniques, introducing and explaining both familiar and state-of-the-art registration methodologies used in a variety of targeted applications. Key features: * Provides a state-of-the-art review of image and video registration techniques, allowing readers to develop an understanding of how well the techniques perform by using specific quality assessment criteria * Addresses a range of applications from familiar image and video processing domains to satellite and medical imaging among others, enabling readers to discover novel methodologies with utility in their own research * Discusses quality evaluation metrics for each application domain with an interdisciplinary approach from different research perspectives
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Specificații

ISBN-13: 9781118702468
ISBN-10: 1118702468
Pagini: 256
Dimensiuni: 170 x 244 x 18 mm
Greutate: 0.52 kg
Editura: Wiley
Locul publicării:Chichester, United Kingdom

Public țintă

Primary: Academic researchers in image and video processing, and computer vision;R&D departments of  broadcasting companies (BBC, Sky), surveillance and security, medical imaging and vision based game development; Postgraduate students studying image and video processing; PhDs working on registration and quality metrics
Secondary: Experts on a particular image registration topic

Descriere

Data registration refers to a series of techniques for matching or bringing similar objects or datasets together into alignment.