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Ali Jamali
Ali Jamali
Simon Fraser University
Verified email at karabuk.edu.tr - Homepage
Title
Cited by
Cited by
Year
Evaluation and comparison of eight machine learning models in land use/land cover mapping using Landsat 8 OLI: a case study of the northern region of Iran
A Jamali
SN Applied Sciences 1 (11), 1448, 2019
842019
An automated 3D modeling of topological indoor navigation network
A Jamali, A Abdul Rahman, P Boguslawski, P Kumar, C M. Gold
GeoJournal 82 (1), 157–170, 2017
542017
Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification Using Sentinel-1, Sentinel-2, and LiDAR Data
A Jamali, M Mahdianpari
Remote Sensing 14 (2), 359, 2022
462022
Land Use Land Cover Mapping using Advanced Machine Learning Classifiers: A case study of Shiraz city, Iran
A Jamali
Earth Science Informatics 13, 1015–1030, 2020
372020
PolSAR Image Classification based on Deep Convolutional Neural Networks using Wavelet Transformation
A Jamali, M Mahdianpari, F Mohammadimanesh, A Bhattacharya, ...
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022
292022
Improving Land Use Land Cover Mapping of A Neural Network with three Optimizers of Multi-Verse Optimizer, Genetic Algorithm, and Derivative-free Function
A Jamali
The Egyptian Journal of Remote Sensing and Space Sciences 4 (3(1)), 373-390, 2021
282021
Comparing Solo Versus Ensemble Convolutional Neural Networks for Wetland Classification Using Multi-Spectral Satellite Imagery
A Jamali, M Mahdianpari, B Brisco, J Granger, F Mohammadimanesh, ...
Remote Sensing 13 (11), 2046, 2021
272021
Evaluation of tree-base data mining algorithms in land used/land cover mapping in a semi-arid environment through Landsat 8 OLI image; Shiraz, Iran
H Moayedi, A Jamali, MB A. Gibril, LK Foong, M Bahiraei
Geomatics, Natural Hazards and Risk 11 (1), 724–741, 2020
262020
Local Window Attention Transformer for Polarimetric SAR Image Classification
A Jamali, S Kumar Roy, A Bhattacharya, P Ghamisi
IEEE Geoscience and Remote Sensing Letters, 2023
242023
A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples
A Jamali, M Mahdianpari, F Mohammadimanesh, S Homayouni
International Journal of Applied Earth Observation and Geoinformation 115 …, 2022
242022
Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data
A Jamali, M Mahdianpari, B Brisco, J Granger, F Mohammadimanesh, ...
GIScience & Remote Sensing 58 (7), 1072-1089, 2021
242021
3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks and Swin transformer
A Jamali, M Mahdianpari, B Brisco, D Mao, B Salehi, ...
Ecological Informatics, 101904, 2022
222022
Land Use Land Cover Modeling using Optimized Machine Learning Classifiers: A case study of Shiraz, Iran
A Jamali
Modeling Earth Systems and Environment 7 (3), 1539-1550, 2021
222021
Wetland Mapping Using Multi-Spectral Satellite Imagery and Deep Convolutional Neural Networks: A Case Study in Newfoundland and Labrador, Canada
A Jamali, M Mahdianpari, B Brisco, J Granger, F Mohammadimanesh, ...
Canadian Journal of Remote Sensing 47 (2), 243-260, 2021
202021
A Cloud-Based Framework for Large-Scale Monitoring of Ocean Plastics Using Multi-Spectral Satellite Imagery and Generative Adversarial Network
A Jamali, M Mahdianpari
Water 13 (18), 2553, 2021
182021
TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping
A Jamali, SK Roy, J Li, P Ghamisi
International Journal of Applied Earth Observation and Geoinformation 120 …, 2023
142023
A Fit-for-Purpose algorithm for Environmental Monitoring based on Maximum likelihood, Support Vector Machine and Random Forest
A Jamali
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., 25-32, 2019
132019
WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping
A Jamali, SK Roy, P Ghamisi
International Journal of Applied Earth Observation and Geoinformation 120 …, 2023
122023
A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme
A Jamali, M Mahdianpari, F Mohammadimanesh, B Brisco, B Salehi
Water 13 (24), 3601, 2021
102021
3-D Hybrid CNN Combined With 3-D Generative Adversarial Network for Wetland Classification With Limited Training Data
A Jamali, M Mahdianpari, F Mohammadimanesh, B Brisco, B Salehi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote 15 …, 2022
92022
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