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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
5352020
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
2662018
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
2652014
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
2192014
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
1682011
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
1292015
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
1222014
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
1112020
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
942020
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
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
802021
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
772022
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
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
742022
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
672020
Hyperspectral image analysis for material mapping using spectral matching
S Homayouni, M Roux
ISPRS Congress Proceedings 20, 28, 2004
672004
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
662013
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
542020
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
482006
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Articles 1–20