- Combined coverage of image processing, computer vision, machine learning and deep learning applied to iOS app development
- Covers the most relevant libraries, frameworks, and APIs for mobile visual computing, including Core Image, Core ML, Apple Vision Framework, and OpenCV
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- About this book
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This book presents the fundamentals of mobile visual computing in iOS development and provides directions for developers and researchers interested in developing iOS applications with image processing and computer vision capabilities.
Presenting a technical overview of some of the tools, languages, libraries, frameworks, and APIs currently available for developing iOS applications Image Processing and Computer Vision in iOS reveals the rich capabilities in image processing and computer vision. Its main goal is to provide a road map to what is currently available, and a path to successfully tackle this rather complex but highly rewarding task.
- About the authors
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Oge Marques, PhD is Professor of Computer Science and Engineering at Florida Atlantic University. He is the author of eleven books and more than 120 refereed scholarly publications in the area of intelligent processing of visual information – which combines the fields of image processing, computer vision, (medical) image analysis, machine learning, AI, deep learning, and human visual perception.
Dr. Marques is a Senior Member of both the IEEE and the ACM, as well as a Sigma Xi Distinguished Speaker, a Fellow of the Leshner Leadership Institute of the American Association for the Advancement of Science (AAAS), Tau Beta Pi Eminent Engineer, and a member of the American Society for Engineering Education (ASEE), the American Association for the Advancement of Science (AAAS), and the honor societies of Sigma Xi, Phi Kappa Phi and Upsilon Pi Epsilon. Dr. Marques has more than thirty years of teaching and research experience in eight countries, and has won several teaching awards; most recently the Engineering Educator of the Year Award, The Engineers’ Council (2019).
- Table of contents (6 chapters)
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Introduction
Pages 1-5
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Image Processing and Computer Vision iOS App Development: The Basics
Pages 7-18
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Core Image
Pages 19-27
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Machine Learning with Core ML
Pages 29-40
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Computer Vision and Image Analysis with the Vision Framework
Pages 41-50
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Table of contents (6 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Image Processing and Computer Vision in iOS
- Authors
-
- Oge Marques
- Series Title
- SpringerBriefs in Computer Science
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- The Author(s)
- eBook ISBN
- 978-3-030-54032-6
- DOI
- 10.1007/978-3-030-54032-6
- Softcover ISBN
- 978-3-030-54030-2
- Series ISSN
- 2191-5768
- Edition Number
- 1
- Number of Pages
- X, 58
- Number of Illustrations
- 8 b/w illustrations, 4 illustrations in colour
- Topics
