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Ghali Rafik
Ghali Rafik
PRIME group
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Deep learning and transformer approaches for UAV-based wildfire detection and segmentation
R Ghali, MA Akhloufi, WS Mseddi
Sensors 22 (5), 1977, 2022
1352022
Wildfire segmentation using deep vision transformers
R Ghali, MA Akhloufi, M Jmal, W Souidene Mseddi, R Attia
Remote Sensing 13 (17), 3527, 2021
812021
Deep learning approaches for wildland fires using satellite remote sensing data: Detection, mapping, and prediction
R Ghali, MA Akhloufi
Fire 6 (5), 192, 2023
522023
Fire detection and segmentation using YOLOv5 and U-net
WS Mseddi, R Ghali, M Jmal, R Attia
2021 29th European Signal Processing Conference (EUSIPCO), 741-745, 2021
452021
Deep learning approaches for wildland fires remote sensing: Classification, detection, and segmentation
R Ghali, MA Akhloufi
Remote Sensing 15 (7), 1821, 2023
432023
Forest fires segmentation using deep convolutional neural networks
R Ghali, MA Akhloufi, M Jmal, WS Mseddi, R Attia
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
322021
Recent advances in fire detection and monitoring systems: A review
R Ghali, M Jmal, W Souidene Mseddi, R Attia
Proceedings of the 8th International Conference on Sciences of Electronics …, 2020
302020
Vision transformers for lung segmentation on CXR images
R Ghali, MA Akhloufi
SN Computer Science 4 (4), 414, 2023
132023
YOLO-Based Models for Smoke and Wildfire Detection in Ground and Aerial Images
LAO Gonçalves, R Ghali, MA Akhloufi
Fire 7 (4), 140, 2024
122024
Arseg: an attention regseg architecture for cxr lung segmentation
R Ghali, MA Akhloufi
2022 IEEE 23rd International Conference on Information Reuse and Integration …, 2022
102022
BoucaNet: a CNN-Transformer for smoke recognition on remote sensing satellite images
R Ghali, MA Akhloufi
Fire 6 (12), 455, 2023
82023
CT-Fire: a CNN-Transformer for wildfire classification on ground and aerial images
R Ghali, MA Akhloufi
International Journal of Remote Sensing 44 (23), 7390-7415, 2023
72023
Wildfire segmentation using deep-regseg semantic segmentation architecture
R Ghali, MA Akhloufi, W Souidene Mseddi, M Jmal
Proceedings of the 19th International Conference on Content-Based Multimedia …, 2022
72022
Wildfires detection and segmentation using deep cnns and vision transformers
R Ghali, MA Akhloufi
International Conference on Pattern Recognition, 222-232, 2022
52022
MA Akhloufi Deep Learning Approaches for Wildland Fires Remote Sensing: Classification, Detection, and Segmentation., 2023, 15, 1821
R Ghali
DOI: https://doi. org/10.3390/rs15071821, 0
5
DC-Fire: A Deep Convolutional Neural Network for Wildland Fire Recognition on Aerial Infrared Images
R Ghali, MA Akhloufi
Proceedings of the fourth Quantitative Infrared Thermography Asian …, 2023
22023
Deep Learning Approach for Wildland Fire Recognition Using RGB and Thermal Infrared Aerial Image
R Ghali, MA Akhloufi
Fire 7 (10), 343, 2024
12024
SWIFT: Simulated Wildfire Images for Fast Training Dataset
L Fernando, R Ghali, MA Akhloufi
Remote Sensing 16 (9), 1627, 2024
12024
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Artículos 1–18