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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Manylion Llyfryddiaeth

Prif Awduron:	Andrew Magdy, Marwa S. Moustafa, Hala M. Ebied, Mohamed F. Tolba
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Nature Portfolio 2025-05-01
Cyfres:	Scientific Reports
Pynciau:	Faster R-CNN Pruning Quantization
Mynediad Ar-lein:	https://doi.org/10.1038/s41598-025-99242-y
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