MAPPING URBAN TREES WITHIN CADASTRAL PARCELS USING AN OBJECT-BASED CONVOLUTIONAL NEURAL NETWORK

Urban trees offer significant benefits for improving the sustainability and liveability of cities, but its monitoring is a major challenge for urban planners. Remote-sensing based technologies can effectively detect, monitor and quantify urban tree coverage as an alternative to field-based measureme...

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Bibliographic Details
Main Authors: S. Timilsina, S. K. Sharma, J. Aryal
Format: Article
Language:English
Published: Copernicus Publications 2019-12-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-5-W2/111/2019/isprs-annals-IV-5-W2-111-2019.pdf