Google Earth remote sensing images were applied to urban forest to detect crown characteristics. •. Mask R-CNN was proposed for complex urban forest ...
The analysis indicates that the tree crown detection model could accurately detect tree crowns under highly complex environments and demonstrates great ...
Detecting and mapping tree crowns based on convolutional neural network and Google Earth images ... crown detection model could accurately detect tree crowns ...
Semantic Scholar extracted view of "Detecting and mapping tree crowns based on convolutional neural network and Google Earth images" by Mingxia Yang et al.
Apr 4, 2022 · Mapping tree crown is critical for estimating the functional and spatial distribution of ecosystem services.
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In this study, we propose the application of a convolutional neural network—Mask R-CNN algorithm—to perform the tree crown detection and delineation. The ...
Apr 5, 2023 · Crown detection and measurement at the individual tree level provide detailed information for accurate forest management.
Mar 1, 2024 · A Mask-RCNN model was proposed to detect tree crown and height simultaneously. •. Spatially continuous individual tree level aboveground ...
Jan 13, 2021 · Individual tree-crown detection in rgb imagery using semi-supervised deep learning neural networks. ... trees from unmanned aerial vehicle imagery ...