A Hybrid Approach Based on GAN and CNN-LSTM for Aerial Activity Recognition

Unmanned aerial vehicles (UAVs), known as drones, have played a significant role in recent years in creating resilient smart cities. UAVs can be used for a wide range of applications, including emergency response, civil protection, search and rescue, and surveillance, thanks to their high mobility a...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Abir Bousmina, Mouna Selmi, Mohamed Amine Ben Rhaiem, Imed Riadh Farah
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Subjects:	UAVs human action recognition deep learning CNN-LSTM data augmentation WGAN-GP
Online Access:	https://www.mdpi.com/2072-4292/15/14/3626