Learning-Based Local Visual Representation and Indexing
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AlbakiReads Editorial A focused survey of learning-based visual representation and search
A focused survey of learning-based visual representation and search
Centered on computer vision and pattern recognition, this volume maps approaches to representing visual content and building indexes that make it searchable. It surveys the field’s established methods alongside learning-based techniques for local visual representation, then turns to emerging directions and recent developments in content-based visual search. With its emphasis on representation, indexing, and retrieval, the book frames visual data not simply as images to recognize, but as material to organize and query computationally. Its compact length suggests a concentrated technical overview rather than a broad introduction to artificial intelligence.
Good fit for readers who enjoy
- Computer vision students seeking an overview of visual representation and indexing
- Researchers interested in learning-based local visual features
- Practitioners working with content-based image search and retrieval
Themes
Computer visionVisual representationImage indexingContent-based visual searchMachine learning
Based on publisher information and book metadata.
Book Overview Learning-Based Local Visual Representation and Indexing, reviews the state-of-the-art in visual content representation and indexing, intr...
Learning-Based Local Visual Representation and Indexing, reviews the state-of-the-art in visual content representation and indexing, introduces cutting-edge techniques in learning based visual representation, and discusses emerging topics in visual local representation, and introduces the most recent advances in content-based visual search techniques.
Book Details Format: Paperback | Pages: 128 | Language: English | Publisher: MORGAN KAUFMANN PUBL INC | ISBN: 0128024097
FormatPaperback
Pages128
LanguageEnglish
ISBN0128024097
EAN9780128024096
PublisherMORGAN KAUFMANN PUBL INC
Publication Date2015-03-23
Edition1
AccessoriesNo Accessory
ConditionNew
Product TypeQUALITY PAPERBACK BOOKS
Weight0.45 Pounds
Length8.8 Inches
Width6.0 Inches
Height0.3 Inches
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