Image Co-segmentation
Language: English
Published by Springer Nature, 2024
- Softcover
- New

Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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235 pages. 9.26x6.11x0.50 inches. In Stock.
Seller Inventory # x-9811985723
- Title
- Image Co-segmentation
- Author
- Hati, Avik/ Velmurugan, Rajbabu/ Banerjee, Sayan/ Chaudhuri, Subhasis
- Publisher
- Springer Nature
- Publication year
- 2024
- Condition
- Brand New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 9811985723
- ISBN 13
- 9789811985720
- Item weight
- 0.34 kilograms
This book presents and analyzes methods to perform image co-segmentation. In this book, the authors describe efficient solutions to this problem ensuring robustness and accuracy, and provide theoretical analysis for the same. Six different methods for image co-segmentation are presented. These methods use concepts from statistical mode detection, subgraph matching, latent class graph, region growing, graph CNN, conditional encoder–decoder network, meta-learning, conditional variational encoder–decoder, and attention mechanisms. The authors have included several block diagrams and illustrative examples for the ease of readers. This book is a highly useful resource to researchers and academicians not only in the specific area of image co-segmentation but also in related areas of image processing, graph neural networks, statistical learning, and few-shot learning.
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Revaluation Books
Exeter, United Kingdom
AbeBooks seller since January 6, 2003
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