Ic-gan: An improved conditional generative adversarial network for rgb-to-ir image translation with applications to forest fire monitoring

SPH Boroujeni, A Razi - Expert Systems with Applications, 2024 - Elsevier
This paper introduces a novel Deep Learning (DL) architecture for inferring temperature
information from aerial true-color RGB images by transforming them into Infrared Radiation …

Single‐Scattering Properties of Encapsulated Fractal Black Carbon Particles Computed Using the Invariant Imbedding T‐Matrix Method and Deep Learning …

X Wang, L Bi, W Han, X Zhang - Journal of Geophysical …, 2023 - Wiley Online Library
Efficient and accurate computation of the single‐scattering properties of black carbon (BC)
aerosols is fundamental in various fields, including remote sensing and climate simulations …

Deep learning model to detect deceptive generative adversarial network generated images using multimedia forensic

H Byeon, M Shabaz, K Shrivastava, A Joshi… - Computers and …, 2024 - Elsevier
Computer-generated imagery has been made more lifelike and misleading by new
Generative Adversarial Network (GAN) models, such as StyleGAN, posing severe risks to …

YOLO-OSD: Optimized ship detection and localization in multiresolution SAR satellite images using a hybrid data-model centric approach

MF Humayun, FA Nasir, FA Bhatti… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
With the advancements in space technology and the development of lightweight synthetic
aperture radar (SAR) satellites by commercial companies, such as ICEYE, Capella Space …

[HTML][HTML] Trends and Applications in Wildfire Burned Area Mapping: Remote Sensing Data, Cloud Geoprocessing Platforms, and Emerging Algorithms

DM Nelson, Y He, GWK Moore - Geomatica, 2024 - Elsevier
Wildfires pose an increasing risk to expanding urban population centers, and to critical
habitats for plant and animal species. Improving current wildland management strategies …

[HTML][HTML] Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations

S Guo, Y Chen, P Zhang, W Zhang, P Tang… - International Journal of …, 2024 - Elsevier
The dynamics of surface water in the Yangtze Plain is complex, influenced by the coupled
impacts of climate change and intensifying human activities. However, remote sensing …

[HTML][HTML] SAR Temporal Shifting: A New Approach for Optical-to-SAR Translation with Consistent Viewing Geometry

M Rangzan, S Attarchi, R Gloaguen, SK Alavipanah - Remote Sensing, 2024 - mdpi.com
In contrast to the well-investigated field of Synthetic Aperture Radar (SAR)-to-Optical
translation, this study explores the lesser-investigated domain of Optical-to-SAR translation …

[HTML][HTML] Coarse-to-Fine Structure and Semantic Learning for Single-Sample SAR Image Generation

X Wang, B Hui, P Guo, R Jin, L Ding - Remote Sensing, 2024 - mdpi.com
Synthetic Aperture Radar (SAR) enables the acquisition of high-resolution imagery even
under severe meteorological and illumination conditions. Its utility is evident across a …

TSGAN: An Optical-to-SAR Dual Conditional GAN for Optical based SAR Temporal Shifting

M Rangzan, S Attarchi, R Gloaguen… - arXiv preprint arXiv …, 2023 - arxiv.org
In contrast to the well-investigated field of SAR-to-Optical translation, this study explores the
lesser-investigated domain of Optical-to-SAR translation, a challenging field due to the ill …

Design of an integrated imaging system of airborne SAR and visible light camera based on common aperture antenna

J Hu, Z Dong, X Yang, L Xia, X Chen, Y Lu - Optics Express, 2024 - opg.optica.org
In recent years, the advantages of multi-sensor integration are gradually highlighted. In this
paper, an integrated imaging system (IIS) of airborne synthetic aperture radar (SAR) and …