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Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)

Zhenbang Hao, Lili Lin, Christopher J. Post, Elena A. Mikhailova, Minghui Li, Yan Chen, Kunyong Yu, Jian Liu

2021ISPRS Journal of Photogrammetry and Remote Sensing201 citationsDOI

Topics & Concepts

Tree (set theory)Remote sensingCrown (dentistry)CunninghamiaConvolutional neural networkArtificial intelligenceMean squared errorForest inventoryMultispectral imageNormalized Difference Vegetation IndexComputer scienceMathematicsPattern recognition (psychology)StatisticsForestryGeographyForest managementLeaf area indexDentistryMedicineMathematical analysisBotanyEcologyBiologyRemote Sensing and LiDAR ApplicationsRemote Sensing in AgricultureWood and Agarwood Research
Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN) | Litcius