Tree counting with high spatial-resolution satellite imagery based on deep neural networks

Forest inventory at single-tree level is of great importance to modern forest management. The inventory contains two critical parameters about trees, including their numbers and spatial locations. Traditional methods to catalogue single trees are laborious, while deep neural networks enable to disco...

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Bibliographic Details
Main Authors: Ling Yao, Tang Liu, Jun Qin, Ning Lu, Chenghu Zhou
Format: article
Language:EN
Published: Elsevier 2021
Subjects:
Online Access:https://doaj.org/article/94e730b556614bbc80634086114cd1f8
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