Advanced Building Detection with Faster R-CNN Using Elliptical Bounding Boxes for Displacement Handling

This study presents an enhanced Faster R-CNN framework that incorporates elliptical bounding boxes to significantly improve building detection in off-nadir imagery, effectively reducing severe geometric distortions caused by oblique sensor angles. Off-nadir imagery enhances architectural detail capt...

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Autors principals:	Sejung Jung, Ahram Song, Kirim Lee, Won Hee Lee
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2025-04-01
Col·lecció:	Remote Sensing
Matèries:	off-nadir imagery building detection elliptical bounding boxes rotated bounding boxes axis-aligned bounding boxes geometric distortion
Accés en línia:	https://www.mdpi.com/2072-4292/17/7/1247
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