Image, video & 3D data registration : medical, satellite and video processing applications with quality metrics / Vasileios Argyriou [and three others].

Format:

Book

Author/Creator:

Argyriou, Vasileios, author.

Language:

English

Subjects (All):

Image registration.

Three-dimensional imaging.

Physical Description:

1 online resource (248 p.)

Edition:

1st ed.

Place of Publication:

Chichester, England : Wiley, 2015.

Language Note:

English

Summary:

"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"-- Provided by publisher.

Contents:

""Cover""; ""Title Page""; ""Copyright""; ""Contents""; ""Preface""; ""Acknowledgements""; ""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""

""1.5.1 Video Processing""""1.5.2 Medical Applications"; ""1.5.3 Security Applications""; ""1.5.4 Military and Satellite Applications""; ""1.5.5 Reconstruction Applications""; ""1.6 Organization of the Book""; ""References""; ""Chapter 2 Registration for Video Coding""; ""2.1 Introduction""

""2.2 Motion Estimation Technique""""2.2.1 Block-Based Motion Estimation Techniques""; ""2.3 Registration and Standards for Video Coding""; ""2.3.1 H.264"; ""2.3.2 H.265 ""; ""2.4 Evaluation Criteria""; ""2.4.1 Dataset ""; ""2.4.2 Motion-Compensated Prediction Error (MCPE) in dB""

""2.4.3 Entropy in bpp""""2.4.4 Angular Error in Degrees""; ""2.5 Objective Quality Assessment""; ""2.5.1 Full-Reference Quality Assessment""; ""2.5.2 No-Reference and Reduced-Reference Quality Metrics""; ""2.5.3 Temporal Masking in Video Quality Assessment""; ""2.6 Conclusion""

""2.7 Exercises""""References""; ""Chapter 3 Registration for Motion Estimation and Object Tracking""; ""3.1 Introduction""; ""3.1.1 Mathematical Notation""; ""3.2 Optical Flow""; ""3.2.1 Horn-Schunk Method""; ""3.2.2 Lukas-Kanade Method""

""3.2.3 Applications of Optical Flow for Motion Estimation""

Notes:

Description based upon print version of record.

Includes bibliographical references at the end of each chapters and index.

Description based on print version record.

ISBN:

9781118702437

1118702433

9781118702451

111870245X

9781118702444

1118702441

OCLC:

909112500