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Image Co-segmentation

Subhasis Chaudhuri author Rajbabu Velmurugan author Avik Hati author Sayan Banerjee author

Format:Paperback

Publisher:Springer Verlag, Singapore

Published:3rd Feb '24

Should be back in stock very soon

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Image Co-segmentation cover

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.

ISBN: 9789811985720

Dimensions: unknown

Weight: unknown

221 pages

1st ed. 2023