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
Preface Acknowledgments Chapter 1 Introduction Vasileios Argyriou Chapter 2 Registration for video coding Vasileios Argyriou Chapter 3 Registration for motion estimation and object tracking Jesus Martinez del Rincon Chapter 4 Face alignment and recognition using registration Jesus Martinez del Rincon Chapter 5 Remote sensing image registration in the frequency domain Vasileios Argyriou Chapter 6 Structure from motion Vasileios Argyriou Chapter 7 Medical image registration measures Alexis Roche Chapter 8 Video restoration using motion information Vasileios Argyriou Index
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- ID: 9781118702468
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