Automatic Image Annotation: Fundamentals and Applications

· Artificial Intelligence Libro 244 · One Billion Knowledgeable
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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.

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