Image Co Segmentation(1st Edition)

Authors:

Avik Hati ,Rajbabu Velmurugan ,Sayan Banerjee ,Subhasis Chaudhuri

Type:Hardcover/ PaperBack / Loose Leaf
Condition: Used/New

In Stock: 1 Left

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Book details

ISBN: 9811985723, 978-9811985720

Book publisher: Springer

Book Price $74.27 : 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.