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
This paperback is available in another edition too:
- Hardback£109.99(9789811985690)
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