Geographical Information System Enhancement Using Active Learning-Enhanced Semantic Segmentation

Geographical Information System Enhancement Using Active Learning-Enhanced Semantic Segmentation

Images captured by drones are increasingly used in various fields, including geographic information management. This study evaluates a procedure that incorporates active learning semantic segmentation for verifying the building registration ledger. Several semantic segmentation techniques were evalu...

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Bibliographic Details
Main Authors: Sungkwan Youm, Sunghyun Go
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
semantic segmentation
UAV
ResNet
map
building
active learning
Online Access:https://www.mdpi.com/2076-3417/13/20/11254

Internet

https://www.mdpi.com/2076-3417/13/20/11254

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