Image Co-segmentation

Released on by Avik Hati
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  • Image Co-segmentation Book Detail

  • Author : Avik Hati
  • Release Date : 2023-02-02
  • Publisher : Springer Nature
  • Genre : Technology & Engineering
  • Pages : 231
  • ISBN 13 : 9811985707
  • File Size : 15,15 MB
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Image Co-segmentation by Avik Hati PDF Summary

Book 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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Image Co-segmentation

Image Co-segmentation

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This book presents and analyzes methods to perform image co-segmentation. In this book, the authors describe efficient solutions to this problem ensuring robust