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Mohsen Azadbakht
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Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI
H Aghighi, M Azadbakht, D Ashourloo, HS Shahrabi, S Radiom
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
802018
Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed pixels
H Ebrahimy, M Azadbakht
Computers and Geosciences 124 (2019), 93-102, 2019
472019
Wheat leaf rust detection at canopy scale under different LAI levels using machine learning techniques
M Azadbakht, D Ashourloo, H Aghighi, S Radiom, A Alimohammadi
Computers and Electronics in Agriculture 156 (2019), 119-128, 2019
412019
Automatic canola mapping using time series of Sentinel 2 images
D Ashourloo, S Hamid S, M Azadbakht, H Aghighia, H Nematollahi, ...
ISPRS Journal of Photogrammetry and Remote Sensing 156 (2019), 63-76, 2019
342019
A Sparsity-Based Regularization Approach for Deconvolution of Full-Waveform Airborne Lidar Data
M Azadbakht, CS Fraser, K Khoshelham
Remote Sensing 8 (8), 1-26, 2016
272016
Synergy of sampling techniques and ensemble classifiers for classification of urban environments using full-waveform LiDAR data
M Azadbakht, CS Fraser, K Khoshelham
International Journal of Applied Earth Observation and Geoinformation 73 …, 2018
252018
Improved urban scene classification using full-waveform LiDAR
M Azadbakht, CS Fraser, K Khoshelham
Photogrammetric Engineering & Remote Sensing 82 (12), 973-980, 2016
152016
A SIGNAL DENOISING METHOD FOR FULL-WAVEFORM LIDAR DATA
M Azadbakht, C Fraser, C Zhang, J Leach
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2013
142013
RUESVMs: An Ensemble Method to Handle the Class Imbalance Problem in Land Cover Mapping Using Google Earth Engine
A Naboureh, H Ebrahimy, M Azadbakht, J Bian, M Amani
Remote Sensing 12 (21), 3484, 2020
122020
Per-pixel land cover accuracy prediction: A random forest-based method with limited reference sample data
H Ebrahimy, B Mirbagheri, AA Matkan, M Azadbakht
ISPRS Journal of Photogrammetry and Remote Sensing 172 (February 2021), 17-27, 2021
112021
Spatiotemporal analysis of land surface temperature using multi-temporal and multi-sensor image fusion techniques
K Ezimand, M Chahardoli, M Azadbakht, AA Matkan
Sustainable Cities and Society 64 (2021), 102508, 2020
112020
A novel method for automatic potato mapping using time series of Sentinel-2 images
D Ashourloo, HS Shahrabi, M Azadbakht, A Moeini Rad, H Aghighi, ...
Computers and Electronics in Agriculture 175 (2020), 105583, 2020
92020
A Novel Automatic Method for Alfalfa Mapping Using Time Series of Landsat-8 OLI Data
D Ashourloo, HS Shahrabi, M Azadbakht, H Aghighi, AA Matkan, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
92018
A novel method for automatic potato mapping using time series of Sentinel-2 images
D Ashourloo, HS Shahrabi, M Azadbakht, A Moeini Rad, H Aghighi, ...
Computers and Electronics in Agriculture 175 (2020), 105583, 0
9*
Separability of targets in urban areas using features from full-waveform LiDARA data
M Azadbakht, CS Fraser, C Zhang
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
82015
Land cover mapping of urban environments using multispectral LiDAR data under data imbalance
F Ghaseminik, H Aghamohammadi, M Azadbakht
Remote Sensing Applications: Society and Environment 21 (January 2021), 100449, 2021
72021
CROSS-SECTION RETRIEVAL FROM FULLWAVEFORM LIDAR USING SPARSE SOLUTIONS
JL Mohsen Azadbakht, Clive S. Fraser, Chunsun Zhang
IGARSS, 1959-1962, 2014
7*2014
The role of full-waveform LiDAR features in improving urban scene classification
M Azadbakht, C Fraser, K Khoshelham
Proceedings of the 9th International Symposium on Mobile Mapping Technology …, 2015
42015
Downscaling MODIS land surface temperature product using an adaptive random forest regression method and Google Earth Engine for a 19-years spatiotemporal trend analysis over Iran
H Ebrahimy, H Aghighi, M Azadbakht, M Amani, S Mahdavi, AA Matkan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
32021
Automatic silage maize detection based on phenological rules using Sentinel-2 time-series dataset
HS Shahrabi, D Ashourloo, AM Rad, H Aghighi, M Azadbakht, ...
International Journal of Remote Sensing 41 (21), 8406-8427, 2020
22020
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