Towards complete tree crown delineation by instance segmentation with Mask R–CNN and DETR using UAV-based multispectral imagery and lidar data

Precise single tree delineation allows for a more reliable determination of essential parameters such as tree species, height and vitality. Methods of instance segmentation are powerful neural networks for detecting and segmenting single objects and have the potential to push the accuracy of tree se...

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Үндсэн зохиолчид:	S. Dersch, A. Schöttl, P. Krzystek, M. Heurich
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2023-04-01
Цуврал:	ISPRS Open Journal of Photogrammetry and Remote Sensing
Нөхцлүүд:	Single tree delineation Instance segmentation Multispectral imagery Lidar
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S266739322300008X
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!