Multi-Phase Image Segmentation Based on Low-Rank Prior Decomposition

Multi-Phase Image Segmentation Based on Low-Rank Prior Decomposition

Natural images generally contain both structure component and texture component. The existing image segmentation models based on piecewise smooth cannot handle such natural images containing texture well. For this reason, in this paper, a multi-region image segmentation model based on low-rank prior...

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Bibliographic Details
Main Authors: Jianlou Xu, Yuying Guo, Leigang Huo
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Image segmentation
low-rank
image decomposition
alternating direction multiplier method
Online Access:https://ieeexplore.ieee.org/document/9938973/

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