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Saeid Homayouni, Ph.D., IEEE SM
Saeid Homayouni, Ph.D., IEEE SM
Professor, INRS, Centre Eau Terre Environnment
Verified email at inrs.ca - Homepage
Title
Cited by
Cited by
Year
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
5782020
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
2732018
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
2692014
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
2162014
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
1712011
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
1342015
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
1212014
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
1132020
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
962020
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
912018
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
892022
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
852021
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
802022
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
762012
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
732020
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
672013
Hyperspectral image analysis for material mapping using spectral matching
S Homayouni, M Roux
ISPRS Congress Proceedings 20, 28, 2004
662004
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
602020
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
522020
Hyperspectral image analysis for precision viticulture
M Ferreiro-Arman, JP Da Costa, S Homayouni, J Martin-Herrero
International conference image analysis and recognition, 730-741, 2006
502006
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Articles 1–20