SwinClustering: a new paradigm for landscape character assessment through visual segmentation

SwinClustering: a new paradigm for landscape character assessment through visual segmentation

The research value of Landscape Character Assessment (LCA) lies in gaining a deeper understanding of the inherent attributes and interrelationships of various landscapes, thereby providing scientific basis for landscape planning, design, conservation, and sustainable utilization. The traditional LCA...

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Bibliographic Details
Main Authors: Tingting Huang, Bo Huang, Sha Li, Haiyue Zhao, Xin Yang, Jianning Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Environmental Science
Subjects:
landscape character assessment
character clustering
GIS-aware
swin transformer
visual segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2025.1509113/full
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