VEHICLE INSTANCE SEGMENTATION WITH ROTATED BOUNDING BOXES IN UAV IMAGES USING CNN

Vehicle instance segmentation is a major but challenging task in aerial remote sensing applications. More importantly, the current majority methods use horizontal bounding boxes which does not tell much about the orientation of vehicles and often leads to inaccurate mask proposals due to high backgr...

Full description

Bibliographic Details
Main Authors: S. El Amrani Abouelassad, F. Rottensteiner
Format: Article
Language:English
Published: Copernicus Publications 2022-05-01
Series:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/V-1-2022/15/2022/isprs-annals-V-1-2022-15-2022.pdf