| 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 | 172 | 2011 |
| 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 | 122 | 2014 |
| 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 | 92 | 2018 |
| 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 | 76 | 2012 |
| 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 | 67 | 2013 |
| Large-Scale Total Water Storage and Water Flux Changes over the Arid and Semiarid Parts of the Middle East from GRACE and Reanalysis Products E Forootan, A Safari, A Mostafaie, M Schumacher, M Delavar, JL Awange Surveys in Geophysics, 591-615, 2017 | 57 | 2017 |
| Comparing multi-objective optimization techniques to calibrate a conceptual hydrological model using in situ runoff and daily GRACE data A Mostafaie, E Forootan, A Safari, M Schumacher Computational Geosciences 22, 789-814, 2018 | 56 | 2018 |
| Global height datum unification: a new approach in gravity potential space AA Ardalan, A Safari Journal of Geodesy 79, 512-523, 2005 | 55 | 2005 |
| Improving the SVDD approach to hyperspectral image classification S Khazai, A Safari, B Mojaradi, S Homayouni IEEE Geoscience and Remote Sensing Letters 9 (4), 594-598, 2012 | 46 | 2012 |
| Multiple kernel learning for remote sensing image classification S Niazmardi, B Demir, L Bruzzone, A Safari, S Homayouni IEEE Transactions on Geoscience and Remote Sensing 56 (3), 1425-1443, 2017 | 43 | 2017 |
| A particle swarm optimized kernel-based clustering method for crop mapping from multi-temporal polarimetric L-band SAR observations H Tamiminia, S Homayouni, H McNairn, A Safari International journal of applied earth observation and geoinformation 58 …, 2017 | 42 | 2017 |
| Enhanced decision tree ensembles for land-cover mapping from fully polarimetric SAR data I Khosravi, A Safari, S Homayouni, H McNairn International Journal of Remote Sensing 38 (23), 7138-7160, 2017 | 35 | 2017 |
| Semi-supervised classification of hyperspectral image using random forest algorithm S Amini, S Homayouni, A Safari 2014 IEEE geoscience and remote sensing symposium, 2866-2869, 2014 | 34 | 2014 |
| Crop biomass estimation using multi regression analysis and neural networks from multitemporal L-band polarimetric synthetic aperture radar data O Reisi-Gahrouei, S Homayouni, H McNairn, M Hosseini, A Safari International journal of remote sensing 40 (17), 6822-6840, 2019 | 31 | 2019 |
| A hybrid kernel-based change detection method for remotely sensed data in a similarity space R Shah-Hosseini, S Homayouni, A Safari Remote Sensing 7 (10), 12829-12858, 2015 | 31 | 2015 |
| A new ellipsoidal gravimetric, satellite altimetry and astronomic boundary value problem, a case study: The geoid of Iran A Safari, AA Ardalan, EW Grafarend Journal of Geodynamics 39 (5), 545-568, 2005 | 30 | 2005 |
| Hybrid SAR speckle reduction using complex wavelet shrinkage and non-local PCA-based filtering R Farhadiani, S Homayouni, A Safari IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 29 | 2019 |
| MSMD: maximum separability and minimum dependency feature selection for cropland classification from optical and radar data I Khosravi, A Safari, S Homayouni International Journal of Remote Sensing 39 (8), 2159-2176, 2018 | 28 | 2018 |
| Deep learning-based estimation of crop biophysical parameters using multi-source and multi-temporal remote sensing observations H Bahrami, S Homayouni, A Safari, S Mirzaei, M Mahdianpari, ... Agronomy 11 (7), 1363, 2021 | 26 | 2021 |
| Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping S Niazmardi, S Homayouni, A Safari, H McNairn, J Shang, K Beckett International journal of applied earth observation and geoinformation 72, 34-41, 2018 | 24 | 2018 |
Saeid Homayouni, Ph.D., IEEE SMProfessor, INRS, Centre Eau Terre EnvironnmentVerified email at inrs.ca
