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portada Image Co-Segmentation
Type
Physical Book
Publisher
Language
Inglés
Pages
221
Format
Paperback
Dimensions
23.4 x 15.6 x 1.3 cm
Weight
0.34 kg.
ISBN13
9789811985720

Image Co-Segmentation

Rajbabu Velmurugan (Author) · Avik Hati (Author) · Sayan Banerjee (Author) · Springer · Paperback

Image Co-Segmentation - Hati, Avik ; Velmurugan, Rajbabu ; Banerjee, Sayan

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Synopsis "Image Co-Segmentation"

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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