Learning-Based Local Visual Representation and Indexing (Computer Science Reviews and Trends)
Author(s)
Ji, Rongrong
Gao, Yue
Duan, Ling-Yu
Yao, Hongxun
Dai, Qionghai
Ji, Rongrong
Gao, Yue
Duan, Ling-Yu
Yao, Hongxun
Dai, Qionghai
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.
- Discusses state-of-the-art procedures in learning-based local visual representation.
- Shows how to master the basic techniques needed for building a large-scale visual search engine and indexing system
- Provides insight into how machine learning techniques can be leveraged to refine the visual recognition system, especially in the part of visual feature representation.
Keywords
Intelligence (AI) & Semantics, Computer Vision & Pattern Recognition, Professional, Career & Trade -> Computer Science -> Intelligence (AI) & Semantics, Professional, Career & Trade -> Computer Science -> Computer Vision & Pattern Recognition
Intelligence (AI) & Semantics, Computer Vision & Pattern Recognition, Professional, Career & Trade -> Computer Science -> Intelligence (AI) & Semantics, Professional, Career & Trade -> Computer Science -> Computer Vision & Pattern Recognition
Name in long format: | Learning-Based Local Visual Representation and Indexing (Computer Science Reviews and Trends) |
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ISBN-10: | 0128024097 |
ISBN-13: | 9780128024096 |
Book pages: | 128 |
Book language: | en |
Edition: | 1 |
Binding: | Paperback |
Publisher: | Morgan Kaufmann |
Dimensions: | Height: 9.02 Inches, Length: 5.98 Inches, Weight: 0.5070632026 Pounds, Width: 0.29 Inches |