ISBN: 9789811985690
Код товара 141706
Image Co-segmentation
ISBN: 9789811985690
Код товара 141706
16 769 ₽
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Если Вы закажете книгу до 15.04.2024, то мы привезём её ориентировочно 05.06.2024.
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Автор
Hati / Хати
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Издатель
Springer
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Тип обложки
Hardback
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Размеры
235 x 155
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Год издания
2023
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Вес (г)
567
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ISBN
9789811985690
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Язык
ENG
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Кол-во страниц
221
О чём книга?
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.
Introduction.- Survey of Image Co-segmentation.- Mathematical Background.- Co-segmentation using a Classification Framework.- Use of Maximum Common Subgraph Matching.- Maximally Occurring Common Subgraph Matching.- Co-segmentation using Graph Convolutiona
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