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Saeid Homayouni, Ph.D., IEEE SM
Saeid Homayouni, Ph.D., IEEE SM
Professor, INRS, Centre Eau Terre Environnment
Adresă de e-mail confirmată pe inrs.ca - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Support vector machine versus random forest for remote sensing image classification: A meta-analysis and systematic review
M Sheykhmousa, M Mahdianpari, H Ghanbari, F Mohammadimanesh, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
9222020
The first wetland inventory map of newfoundland at a spatial resolution of 10 m using sentinel-1 and sentinel-2 data on the google earth engine cloud computing platform
M Mahdianpari, B Salehi, F Mohammadimanesh, S Homayouni, E Gill
Remote sensing 11 (1), 43, 2018
3122018
The soil moisture active passive validation experiment 2012 (SMAPVEX12): Prelaunch calibration and validation of the SMAP soil moisture algorithms
H McNairn, TJ Jackson, G Wiseman, S Belair, A Berg, P Bullock, ...
IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2784-2801, 2014
2912014
RADARSAT-2 polarimetric SAR response to crop biomass for agricultural production monitoring
G Wiseman, H McNairn, S Homayouni, J Shang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
2462014
Urban land use and land cover change analysis using random forest classification of landsat time series
S Amini, M Saber, H Rabiei-Dastjerdi, S Homayouni
Remote Sensing 14 (11), 2654, 2022
1872022
Anomaly detection in hyperspectral images based on an adaptive support vector method
S Khazai, S Homayouni, A Safari, B Mojaradi
IEEE Geoscience and Remote Sensing Letters 8 (4), 646-650, 2011
1802011
Bagging and boosting ensemble classifiers for classification of multispectral, hyperspectral and PolSAR data: a comparative evaluation
H Jafarzadeh, M Mahdianpari, E Gill, F Mohammadimanesh, ...
Remote Sensing 13 (21), 4405, 2021
1562021
Land cover mapping based on random forest classification of multitemporal spectral and thermal images
V Eisavi, S Homayouni, AM Yazdi, A Alimohammadi
Environmental monitoring and assessment 187, 1-14, 2015
1472015
Landslide detection using deep learning and object-based image analysis
O Ghorbanzadeh, H Shahabi, A Crivellari, S Homayouni, T Blaschke, ...
Landslides 19 (4), 929-939, 2022
1462022
A comparison study of different kernel functions for SVM-based classification of multi-temporal polarimetry SAR data
B Yekkehkhany, A Safari, S Homayouni, M Hasanlou
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2014
1422014
A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland
M Mahdianpari, H Jafarzadeh, JE Granger, F Mohammadimanesh, ...
GIScience & Remote Sensing 57 (8), 1102-1124, 2020
1312020
Big data for a big country: The first generation of Canadian wetland inventory map at a spatial resolution of 10-m using Sentinel-1 and Sentinel-2 data on the Google Earth …
M Mahdianpari, B Salehi, F Mohammadimanesh, B Brisco, S Homayouni, ...
Canadian journal of remote sensing 46 (1), 15-33, 2020
1292020
Object-based classification of hyperspectral data using Random Forest algorithm
S Amini, S Homayouni, A Safari, AA Darvishsefat
Geo-spatial information science 21 (2), 127-138, 2018
1072018
Meta-analysis of wetland classification using remote sensing: A systematic review of a 40-year trend in North America
M Mahdianpari, JE Granger, F Mohammadimanesh, B Salehi, B Brisco, ...
Remote Sensing 12 (11), 1882, 2020
862020
Meta-analysis of unmanned aerial vehicle (UAV) imagery for agro-environmental monitoring using machine learning and statistical models
R Eskandari, M Mahdianpari, F Mohammadimanesh, B Salehi, B Brisco, ...
Remote Sensing 12 (21), 3511, 2020
842020
An approach for subpixel anomaly detection in hyperspectral images
S Khazai, A Safari, B Mojaradi, S Homayouni
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012
772012
An improved FCM algorithm based on the SVDD for unsupervised hyperspectral data classification
S Niazmardi, S Homayouni, A Safari
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
692013
Hyperspectral image analysis for material mapping using spectral matching
S Homayouni, M Roux
ISPRS Congress Proceedings 20, 28, 2004
692004
Active fire detection from landsat-8 imagery using deep multiple kernel learning
A Rostami, R Shah-Hosseini, S Asgari, A Zarei, M Aghdami-Nia, ...
Remote Sensing 14 (4), 992, 2022
682022
The second generation Canadian wetland inventory map at 10 meters resolution using Google Earth Engine
M Mahdianpari, B Brisco, JE Granger, F Mohammadimanesh, B Salehi, ...
Canadian Journal of Remote Sensing 46 (3), 360-375, 2020
642020
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