Meltpondnet: A swin transformer u-net for detection of melt ponds on arctic sea ice

I Sudakow, VK Asari, R Liu… - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
High-resolution aerial photographs of Arctic region are a great source for different sea ice
feature recognition, which are crucial to validate, tune, and improve climate models. Melt …

Joint-SRVDNet: Joint super resolution and vehicle detection network

M Mostofa, SN Ferdous, BS Riggan… - IEEE Access, 2020 - ieeexplore.ieee.org
In many domestic and military applications, aerial vehicle detection and super-resolution
algorithms are frequently developed and applied independently. However, aerial vehicle …

[BOG][B] Generative Adversarial Network and Its Application in Aerial Vehicle Detection and Biometric Identification System

M Mostofa - 2023 - search.proquest.com
In recent years, generative adversarial networks (GANs) have shown great potential in
advancing the state-of-the-art in many areas of computer vision, most notably in image …

Deep neural network based approach for robust aerial surveillance

R Liu, TH Aspiras, VK Asari - Pattern Recognition and …, 2021 - spiedigitallibrary.org
Aerial object detection is one of the most important applications in computer vision. We
propose a deep learning strategy for detection and classification of objects on the pipeline …