| 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 | 820 | 2020 |
| 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 | 304 | 2018 |
| 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 | 284 | 2014 |
| 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 | 238 | 2014 |
| 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 | 180 | 2011 |
| 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 | 145 | 2015 |
| 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 | 144 | 2022 |
| 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 | 139 | 2021 |
| 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 | 137 | 2022 |
| 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 | 135 | 2014 |
| 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 | 128 | 2020 |
| 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 | 119 | 2020 |
| 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 | 101 | 2018 |
| 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 | 84 | 2020 |
| 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 | 78 | 2012 |
| 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 | 77 | 2020 |
| 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 | 70 | 2013 |
| Hyperspectral image analysis for material mapping using spectral matching S Homayouni, M Roux ISPRS Congress Proceedings 20, 28, 2004 | 67 | 2004 |
| 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 | 63 | 2022 |
| 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 | 59 | 2020 |
Abdolreza SafariProfessor of Geodesy, University of TehranVerified email at ut.ac.ir
