Lightweight faster R-CNN for object detection in optical remote sensing images

Abstract Various applications in remote sensing rely on object detection approaches, such as urban detection, precision farming, and disaster prediction. Faster RCNN has gained popularity for its performance but comes with significant computational and storage demands. Model compression techniques l...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Andrew Magdy, Marwa S. Moustafa, Hala M. Ebied, Mohamed F. Tolba
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-05-01
Subjects:	Faster R-CNN Pruning Quantization
Online Access:	https://doi.org/10.1038/s41598-025-99242-y