Deep learning for remote sensing image scene classification: A review and meta-analysis

A Thapa, T Horanont, B Neupane, J Aryal - Remote Sensing, 2023 - mdpi.com
Remote sensing image scene classification with deep learning (DL) is a rapidly growing
field that has gained significant attention in the past few years. While previous review papers …

[HTML][HTML] Mapping oil pollution in the Gulf of Suez in 2017–2021 using Synthetic Aperture Radar

I Abou El-Magd, M Zakzouk, EM Ali… - The Egyptian Journal of …, 2023 - Elsevier
Abstract The Gulf of Suez region accommodates diverse activities, including oil exploration
and production, recreational activities, and export and import ports. The Gulf region is …

Transformer based ensemble deep learning approach for remote sensing natural scene classification

A Sivasubramanian, P VR, SV… - International Journal of …, 2024 - Taylor & Francis
Very high resolution (VHR) remote sensing (RS) image classification is paramount for
detailed Earth's surface analysis. Feature extraction from VHR natural scenes is crucial, but …

PolSAR image classification based on TCN deep learning: a case study of greater Cairo

RR Mohammad, A Hagag… - … Journal of Image and …, 2024 - Taylor & Francis
Environmental applications play a significant role in the ongoing research area of
Polarimetric Synthetic Aperture Radar (PolSAR) image classification. In this paper, a new …

[PDF][PDF] Advancements in remote sensing: Harnessing the power of artificial intelligence for scene image classification

AO Khadidos - AIMS Mathematics, 2024 - aimspress.com
Advancements in remote sensing: Harnessing the power of artificial intelligence for scene
image classification Page 1 AIMS Mathematics, 9(4): 10235–10254. DOI: 10.3934/math.2024500 …

Vehicle Target Detection in Complex Scene SAR Images Based on Co-saliency

Y Cui, T Tang, X Zhou, K Ji - 2023 8th International Conference …, 2023 - ieeexplore.ieee.org
Complex features and topographies such as urban areas, forests, and mountains in complex
scenes cause many types of SAR image clutter and interference, which makes it more …