Jenny Benois-Pineau, Frédéric Precioso, Matthieu Cord

Visual Indexing and Retrieval (eBook, PDF)

• Format: PDF

Produktbeschreibung

The research in content-based indexing and retrieval of visual information such as images and video has become one of the most populated directions in the vast area of information technologies. Social networks such as YouTube, Facebook, FileMobile, and DailyMotion host and supply facilities for accessing a tremendous amount of professional and user generated data. The areas of societal activity, such as, video protection and security, also generate thousands and thousands of terabytes of visual content. This book presents the most recent results and important trends in visual information indexing and retrieval. It is intended for young researchers, as well as, professionals looking for an algorithmic solution to a problem.

Produktdetails

• Verlag: Springer New York
• Erscheinungstermin: 5. April 2012
• Englisch
• ISBN-13: 9781461435884
• Artikelnr.: 37340262

Inhaltsangabe

Introduction.- Visual feature extraction and description.- Machine learning approaches for visual information and retrieval.- Spatial and multi-resolution context in visual indexing.- Scalability issues in visual information retrieval.- Evaluation of visual information indexing and retrieval.- References.

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Introduction.- Visual feature extraction and description.- Machine learning approaches for visual information and retrieval.- Spatial and multi-resolution context in visual indexing.- Scalability issues in visual information retrieval.- Evaluation of visual information indexing and retrieval.- References.

Rezensionen

From the reviews:
"The book presents a detailed review of the cutting-edge approaches in visual indexing and visual information retrieval. It provides recipes for a practitioner who is keen to implement these techniques. ... The book also carefully develops a way of building a multi-scale graph, based on the multisolution approach, to fasten the speed of the request." (Jean Th. Lapresté, Zentralblatt MATH, Vol. 1257, 2013)