Automatic Landslide Inventory Mapping Approach Based on Change Detection Technique With Very-High-Resolution Images

Landslide inventory mapping (LIM) plays an important role in landslide susceptibility analysis. Many LIM approaches based on change detection techniques have been proposed, but with various drawbacks. For example, existing approaches have limited capability to capture the objects of varying shapes/s...

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Veröffentlicht in:	IEEE geoscience and remote sensing letters 2022, Vol.19, p.1-5
Hauptverfasser:	Zhiyong, Lv, Liu, Tongfei, Wang, Robert Yu, Benediktsson, Jon Atli, Saha, Sudipan
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Algorithms Change detection Cluster analysis Clustering Clustering algorithms Detection High resolution Image resolution K-means clustering algorithm Labels land-cover change detection (LCCD) landslide inventory mapping (LIM) Landslides Mapping Pixels Remote sensing Resolution Shape Terrain factors Training Tuning Vector quantization very-high-spatial-resolution (VHR) images
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