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

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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Bibliographic Details
Main Authors: Sejung Jung, Ahram Song, Kirim Lee, Won Hee Lee
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Remote Sensing
Subjects:
off-nadir imagery
building detection
elliptical bounding boxes
rotated bounding boxes
axis-aligned bounding boxes
geometric distortion
Online Access:https://www.mdpi.com/2072-4292/17/7/1247
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https://www.mdpi.com/2072-4292/17/7/1247

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