Abstract: In recent years, deep learning has been widely utilized in the fields of biomedical image segmentation and cellular image analysis. Supervised deep neural networks trained on annotated data ...

The acquisition of 3D LiDAR point cloud data combined with images is becoming increasingly common in geomatics, particularly for updating geographic databases [1]. A key application is the inspection ...