A Novel Framework of Manifold Learning Cascade-Clustering for the Informative Frame Selection

A Novel Framework of Manifold Learning Cascade-Clustering for the Informative Frame Selection

Narrow band imaging is an established non-invasive tool used for the early detection of laryngeal cancer in surveillance examinations. Most images produced from the examination are useless, such as blurred, specular reflection, and underexposed. Removing the uninformative frames is vital to improve...

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Bibliographic Details
Main Authors: Lei Zhang, Linjie Wu, Liangzhuang Wei, Haitao Wu, Yandan Lin
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Diagnostics
Subjects:
unsupervised learning scheme
manifold learning
deep convolutional neural networks
laryngoscopic images
informative frame selection
Online Access:https://www.mdpi.com/2075-4418/13/6/1151

Internet

https://www.mdpi.com/2075-4418/13/6/1151

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