Integrated neural network framework for multi-object detection and recognition using UAV imagery

Integrated neural network framework for multi-object detection and recognition using UAV imagery

IntroductionAccurate vehicle analysis from aerial imagery has become increasingly vital for emerging technologies and public service applications such as intelligent traffic management, urban planning, autonomous navigation, and military surveillance. However, analyzing UAV-captured video poses seve...

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Bibliographic Details
Main Authors: Mohammed Alshehri, Tingting Xue, Ghulam Mujtaba, Yahya AlQahtani, Nouf Abdullah Almujally, Ahmad Jalal, Hui Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Neurorobotics
Subjects:
Unmanned Aerial Vehicle
neural network models
deep learning
multi-object recognition
transfer learning
intelligent detector
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2025.1643011/full
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https://www.frontiersin.org/articles/10.3389/fnbot.2025.1643011/full

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