MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning

Wood-leaf separation from terrestrial laser scanning (TLS) is a crucial prerequisite for quantifying many biophysical properties and understanding ecological functions. In this study, we propose a novel multi-directional collaborative convolutional neural network (MDC-Net) that takes the original 3D...

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Автори:	Wenxia Dai, Yiheng Jiang, Wen Zeng, Ruibo Chen, Yongyang Xu, Ningning Zhu, Wen Xiao, Zhen Dong, Qingfeng Guan
Формат:	Artigo
Мова:	Inglês
Опубліковано:	Taylor & Francis Group 2023-12-01
Серія:	International Journal of Digital Earth
Предмети:	terrestrial laser scanning wood and leaf separation deep learning prior features
Онлайн доступ:	http://dx.doi.org/10.1080/17538947.2023.2198261
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