Difference of anisotropic and isotropic TV for segmentation under blur and Poisson noise

In this paper, we aim to segment an image degraded by blur and Poisson noise. We adopt a smoothing-and-thresholding (SaT) segmentation framework that finds a piecewise-smooth solution, followed by k-means clustering to segment the image. Specifically for the image smoothing step, we replace the leas...

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Bibliographic Details
Main Authors: Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2023.1131317/full