Automatic Image Annotation - Fundamentals and Applications
Fouad Sabry
Publisher: One Billion Knowledgeable
Summary
What Is Automatic Image Annotation The process of automatically assigning metadata to a digital image in the form of captioning or keywords is referred to as automatic image annotation. This procedure is carried out by a computer system. This use of computer vision techniques is utilized in image retrieval systems to organize and locate photographs of relevance from inside a database. These systems are typically found in digital libraries. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Automatic image annotation Chapter 2: Information retrieval Chapter 3: Image retrieval Chapter 4: Content-based image retrieval Chapter 5: Bag-of-words model in computer vision Chapter 6: Object detection Chapter 7: Learning to rank Chapter 8: List of datasets for machine-learning research Chapter 9: Multilinear principal component analysis Chapter 10: Annotation (II) Answering the public top questions about automatic image annotation. (III) Real world examples for the usage of automatic image annotation in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of automatic image annotation' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of automatic image annotation.
Available since: 07/06/2023.
Print length: 61 pages.
