Image video 3D data registration medical satellite video processing applications with quality metrics 1st Edition by Vasileios Argyriou, Jesus Martinez Del Rincon, Barbara Villarini, Alexis Roche – Ebook PDF Instant Download/Delivery: 1118702468, 9781118702468
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Product details:
ISBN 10: 1118702468
ISBN 13: 9781118702468
Author: Vasileios Argyriou, Jesus Martinez Del Rincon, Barbara Villarini, Alexis Roche
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
Image video 3D data registration medical satellite video processing applications with quality metrics 1st Table of contents:
Chapter 1: Introduction
1.1 The History of Image Registration
1.2 Definition of Registration
1.3 What is Motion Estimation
1.4 Video Quality Assessment
1.5 Applications
1.6 Organization of the Book
References
Chapter 2: Registration for Video Coding
2.1 Introduction
2.2 Motion Estimation Technique
2.3 Registration and Standards for Video Coding
2.4 Evaluation Criteria
2.5 Objective Quality Assessment
2.6 Conclusion
2.7 Exercises
References
Chapter 3: Registration for Motion Estimation and Object Tracking
3.1 Introduction
3.2 Optical Flow
3.3 Efficient Discriminative Features for Motion Estimation
3.4 Object Tracking
3.5 Evaluating Motion Estimation and Tracking
3.6 Conclusion
3.7 Exercise
References
Chapter 4: Face Alignment and Recognition Using Registration
4.1 Introduction
4.2 Unsupervised Alignment Methods
4.3 Supervised Alignment Methods
4.4 3D Alignment
4.5 Metrics for Evaluation
4.6 Conclusion
4.7 Exercise
References
Chapter 5: Remote Sensing Image Registration in the Frequency Domain
5.1 Introduction
5.2 Challenges in Remote Sensing Imaging
5.3 Satellite Image Registration in the Fourier Domain
5.4 Correlation Methods
5.5 Subpixel Shift Estimation in the Fourier Domain
5.6 FFT-Based Scale-Invariant Image Registration
5.7 Motion Estimation in the Frequency Domain for Remote Sensing Image Sequences
5.8 Evaluation Process and Related Datasets
5.9 Conclusion
5.10 Exercise – Practice
References
Chapter 6: Structure from Motion
6.1 Introduction
6.2 Pinhole Model
6.3 Camera Calibration
6.4 Correspondence Problem
6.5 Epipolar Geometry
6.6 Projection Matrix Recovery
6.7 Feature Detection and Registration
6.8 Reconstruction of 3D Structure and Motion
6.9 Metrics and Datasets
6.10 Conclusion
6.11 Exercise—Practice
References
Chapter 7: Medical Image Registration Measures
7.1 Introduction
7.2 Feature-Based Registration
7.3 Intensity-Based Registration
7.4 Transformation Spaces and Optimization
7.5 Conclusion
7.6 Exercise
References
Chapter 8: Video Restoration Using Motion Information
8.1 Introduction
8.2 History of Video and Film Restoration
8.3 Restoration of Video Noise and Grain
8.4 Restoration Algorithms for Video Noise
8.5 Instability Correction Using Registration
8.6 Estimating and Removing Flickering
8.7 Dirt Removal in Video Sequences
8.8 Metrics in Video Restoration
8.9 Conclusions
8.10 Exercise—Practice
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Tags: Vasileios Argyriou, Jesus Martinez Del Rincon, Barbara Villarini, Alexis Roche, registration, satellite