PointNet++ (MSG-DSLS): A Classification Framework With Dynamic Step-Size Loop-Sampling for High-Density Tree Point Clouds

PointNet++ (MSG), a PointNet++ module, can accurately identify tree species from 3-D point clouds. However, one drawback of the MSG method is its inability to classify high-density point clouds accurately. As the number of points in the input increases, the data quality improves but the classificati...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
المؤلفون الرئيسيون: Zhen Liu, Ying Quan, Bin Wang, Jianyang Liu, Mingze Li
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2025-01-01
الموضوعات:
Point cloud
PointNet++ (MSG-DSLS)
tree species classification
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10948170/

الانترنت

https://ieeexplore.ieee.org/document/10948170/

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