Advanced Methods and Deep Learning in Computer Vision
First edition
E.R. Davies
Matthew A. Turk
Table of Contents
List of tables
- Tables in Chapter 1
- Tables in Chapter 2
- Tables in Chapter 3
- Tables in Chapter 4
- Tables in Chapter 5
- Tables in Chapter 7
- Tables in Chapter 12
- Tables in Chapter 13
- Tables in Chapter 14
- Tables in Chapter 15
List of figures
- Figures in Chapter 1
- Figures in Chapter 2
- Figures in Chapter 3
- Figures in Chapter 4
- Figures in Chapter 5
- Figures in Chapter 6
- Figures in Chapter 7
- Figures in Chapter 8
- Figures in Chapter 9
- Figures in Chapter 10
- Figures in Chapter 11
- Figures in Chapter 12
- Figures in Chapter 13
- Figures in Chapter 14
- Figures in Chapter 15
Landmarks
Copyright
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Notices
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A catalogue record for this book is available from the British Library
ISBN: 978-0-12-822109-9
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Dedication
This book is dedicated to my family.
To cherished memories of my parents, Arthur and Mary Davies.
To my wife, Joan, for love, patience, support and inspiration.
To my children, Elizabeth, Sarah and Marion, and grandchildren, Jasper, Jerome, Eva, Tara and Pia, for bringing endless joy into my life!
Roy Davies
This book is dedicated to the students, colleagues, friends, and family who have motivated, guided, and supported me in ways too numerous to mention.
To my wife, Kelly, and my children, Hannah and Matt special thanks and appreciation for your love and inspiration.
Matthew Turk
List of contributors
Sathyanarayanan Aakur Computer Science, Oklahoma State University, Stillwater, OK, United States
Yogesh Balaji Department of Computer Science and UMACS, University of Maryland, College Park, MD, United States
Han Cai Massachusetts Institute of Technology, Cambridge, MA, United States
Zhaowei Cai Amazon Web Services, Pasadena, CA, United States
Andrea Cavallaro Centre for Intelligent Sensing, Queen Mary University of London, London, United Kingdom
Rama Chellappa Departments of Electrical and Computer Engineering and Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States
Dongdong Chen Microsoft Cloud & AI, Redmond, WA, United States
E.R. Davies Royal Holloway, University of London, Egham, Surrey, United Kingdom
Michael Felsberg
Computer Vision Laboratory, Department of Electrical Engineering, Linkping University, Linkping, Sweden
School of Engineering, University of KwaZulu-Natal, Durban, South Africa
Cornelia Fermller University of Maryland, Institute for Advanced Computer Studies, Iribe Center for Computer Science and Engineering, College Park, MD, United States
Efstratios Gavves Informatics Institute, University of Amsterdam, Amsterdam, Netherlands
Deepak Gupta Informatics Institute, University of Amsterdam, Amsterdam, Netherlands
Song Han Massachusetts Institute of Technology, Cambridge, MA, United States
Gang Hua Wormpex AI Research, Bellevue, WA, United States
Ali Krayani DITEN, University of Genoa, Genoa, Italy
Ji Lin Massachusetts Institute of Technology, Cambridge, MA, United States
Lucio Marcenaro DITEN, University of Genoa, Genoa, Italy
Michael Maynord University of Maryland, Computer Science Department, Iribe Center for Computer Science and Engineering, College Park, MD, United States
Umberto Michieli Department of Information Engineering, University of Padova, Padova, Italy
Ramy Mounir Computer Science and Engineering, University of South Florida, Tampa, FL, United States
Hien Nguyen Department of Electrical and Computer Engineering, University of Houston, Houston, TX, United States
Changjae Oh Centre for Intelligent Sensing, Queen Mary University of London, London, United Kingdom
Sujoy Paul Google Research, Bangalore, India
Carlo Regazzoni DITEN, University of Genoa, Genoa, Italy
Amit K. Roy-Chowdhury University of California, Riverside, Electrical and Computer Engineering, Riverside, CA, United States
Sudeep Sarkar Computer Science and Engineering, University of South Florida, Tampa, FL, United States
Giulia Slavic DITEN, University of Genoa, Genoa, Italy
Radu Timofte Computer Vision Lab, ETH Zrich, Zrich, Switzerland
Marco Toldo Department of Information Engineering, University of Padova, Padova, Italy
Hassan Ugail Centre for Visual Computing, University of Bradford, Bradford, United Kingdom