INSTANCE SEGMENTATION OF LIDAR DATA WITH VISION TRANSFORMER MODEL IN SUPPORT INUNDATION MAPPING UNDER FOREST CANOPY ENVIRONMENT

Inundation mapping in forest and dense vegetated areas requires the ability to generate well defined Digital Terrain Models (DTM) to derive floodwater extent, depth, and duration. Due to the occlusion caused by overlapping leaves and branch structures of forest canopies, the ability to extract eleva...

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Bibliographic Details
Main Authors: J. Yang, L. El Mendili, Y. Khayer, S. McArdle, L. Hashemi Beni
Format: Article
Language:English
Published: Copernicus Publications 2023-12-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-1-W2-2023/203/2023/isprs-archives-XLVIII-1-W2-2023-203-2023.pdf