A cutset-type kernel possibilistic fuzzy c-means method for robust image segmentation

BackgroundRobust image segmentation remains difficult for lightweight unsupervised clustering when nonlinear class overlap and sparse noise contamination occur together.MethodsThis study proposes and evaluates a cutset-type kernel possibilistic fuzzy c-means method (C-KPFCM), combining Gaussian-kern...

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Үндсэн зохиолчид:	Jintao Wang, Zhenxing Xu, Kang Feng, Liting Zhang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2026-07-01
Цуврал:	Frontiers in Artificial Intelligence
Нөхцлүүд:	cutset-type clustering image segmentation kernel possibilistic fuzzy c-means robust clustering unsupervised segmentation
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/frai.2026.1886592/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!