Vehicle counting in drone images: An adaptive method with spatial attention and multiscale receptive fields

We propose an altitude-adaptive vehicle counting method with an attention mechanism and multiscale receptive fields that optimizes the measurement accuracy and inference latency of unmanned aerial vehicle (UAV) images. An attention mechanism is used to aggregate horizontal and vertical feature weigh...

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Bibliographic Details

Published in:	ETRI Journal
Main Authors:	Yu Liu, Hang Shen, Tianjing Wang, Guangwei Bai
Format:	Article
Language:	English
Published:	Electronics and Telecommunications Research Institute (ETRI) 2025-02-01
Subjects:	attention mechanism distribution awareness multiscale receptive field uav imagery vehicle counting
Online Access:	https://doi.org/10.4218/etrij.2023-0426