A STUDY OF USING FULLY CONVOLUTIONAL NETWORK FOR TREETOP DETECTION ON REMOTE SENSING DATA

Individual tree detection and counting are critical for the forest inventory management. In almost all of these methods that based on remote sensing data, the treetop detection is the most important and essential part. However, due to the diversities of the tree attributes, such as crown size and br...

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Bibliographic Details
Main Authors: C. Xiao, R. Qin, X. Huang, J. Li
Format: Article
Language:English
Published: Copernicus Publications 2018-09-01
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-1/163/2018/isprs-annals-IV-1-163-2018.pdf