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Rasha Alshehhi
Rasha Alshehhi
Chief Data Scientist; Research Scientist; Entrepreneur
Dirección de correo verificada de ieee.org
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Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks
R Alshehhi, PR Marpu, WL Woon, M Dalla Mura
ISPRS Journal of Photogrammetry and Remote Sensing 130, 139-149, 2017
4202017
Hierarchical graph-based segmentation for extracting road networks from high-resolution satellite images
R Alshehhi, PR Marpu
ISPRS journal of photogrammetry and remote sensing 126, 245-260, 2017
1582017
Supervised convolutional neural networks for classification of flaring and nonflaring active regions using line-of-sight magnetograms
S Bhattacharjee, R Alshehhi, DB Dhuri, SM Hanasoge
The Astrophysical Journal 898 (2), 98, 2020
252020
An automatic cognitive graph-based segmentation for detection of blood vessels in retinal images
R Al Shehhi, PR Marpu, WL Woon
Mathematical problems in engineering 2016, 2016
162016
Supervised neural networks for helioseismic ring-diagram inversions
R Alshehhi, CS Hanson, L Gizon, S Hanasoge
Astronomy & Astrophysics 622, A124, 2019
122019
Detection of exomoons in simulated light curves with a regularized convolutional neural network
R Alshehhi, K Rodenbeck, L Gizon, KR Sreenivasan
Astronomy & Astrophysics 640, A41, 2020
102020
Quantification of Uncertainty in Brain Tumor Segmentation using Generative Network and Bayesian Active Learning.
R Alshehhi, A Alshehhi
VISIGRAPP (4: VISAPP), 701-709, 2021
72021
Extraction of urban multi-class from high-resolution images using pyramid generative adversarial networks
R Alshehhi, PR Marpu
International Journal of Applied Earth Observation and Geoinformation 102 …, 2021
62021
Detection of Martian dust storms using mask regional convolutional neural networks
R Alshehhi, C Gebhardt
Progress in Earth and Planetary Science 9, 1-16, 2022
52022
Deep regression for imaging solar magnetograms using pyramid generative adversarial networks
R Alshehhi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
42020
Detection of coronal mass ejections using unsupervised deep clustering
R Alshehhi, PR Marpu
Solar Physics 296 (6), 104, 2021
32021
Change detection using multi-scale convolutional feature maps of bi-temporal satellite high-resolution images
R Alshehhi, PR Marpu
European Journal of Remote Sensing 56 (1), 2161419, 2023
12023
Super-Resolution of Solar Active Region Patches Using Generative Adversarial Networks
R Alshehhi
International Conference on Image Analysis and Processing, 451-462, 2022
2022
Automated Geological Landmarks Detection on Mars Using Deep Domain Adaptation From Lunar High-Resolution Satellite Images
R Alshehhi, C Gebhardt
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
2022
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Artículos 1–14