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A fast and robust ensemble evolving pixel cloud-based image segmentation approach

delete2025-09-16
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PRE
AI
张涛 cover
张涛 (Tao Zhang)
H
Hai-Jun Rong *
Z
Zhao-Xu Yang
C
Chi‐Man Vong
DOI:10.1016/j.asoc.2025.113926delete
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Abstract

Abstract

En 中文
• The concept of pixel cloud that has one focal pixel as its center is proposed. • The pixel clouds are self-evolvable and their number is automatically determined. • Our method resists noise by merging or filtering the pixel clouds formed by it. • An ensemble structure is introduced to fasten the image segmentation speed.

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

X
xi’an jiaotong university
Scholars:
7.7K
Papers: 2.4K
Citations: 1
U
University of Macau
Scholars:
1.1W
Papers: 1.3W
Citations: 2.0W