Image Co-segmentation EPUB
by Avik Hati, Rajbabu Velmurugan, Sayan Banerjee, Subhasis Chaudhuri
Part of the Studies in Computational Intelligence series
EPUB
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Description
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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- Format:EPUB
- Publisher:Springer Nature Singapore
- Publication Date:02/02/2023
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- ISBN:9789811985706
Other Formats
- Paperback / softback from £76.27
- Hardback from £76.27
Information
-
Download Now
- Format:EPUB
- Publisher:Springer Nature Singapore
- Publication Date:02/02/2023
- Category:
- ISBN:9789811985706
