RESNET-BASED TREE SPECIES CLASSIFICATION USING UAV IMAGES

Tree species classification at individual tree level is a challenging problem in forest management. Deep learning, a cutting-edge technology evolved from Artificial Intelligence, was seen to outperform other techniques when it comes to complex problems such as image classification. In this work, we...

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Bibliographic Details
Main Authors: S. Natesan, C. Armenakis, U. Vepakomma
Format: Article
Language:English
Published: Copernicus Publications 2019-06-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W13/475/2019/isprs-archives-XLII-2-W13-475-2019.pdf