Domain adaptation of deep neural networks for tree part segmentation using synthetic forest trees

Supervised deep learning algorithms have recently achieved state-of-the-art performance in the classification, segmentation and analysis of 3D LiDAR point cloud data in a wide-range of applications and environments. One of the main downsides of deep learning-based approaches is the need for extensiv...

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Үндсэн зохиолчид:	Mitch Bryson, Ahalya Ravendran, Celine Mercier, Tancred Frickey, Sadeepa Jayathunga, Grant Pearse, Robin J.L. Hartley
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2024-12-01
Цуврал:	ISPRS Open Journal of Photogrammetry and Remote Sensing
Нөхцлүүд:	Deep learning Synthetic data Domain adaptation LiDAR Laser scanning Forests
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S266739322400022X
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!