Saeid Homayouni, Ph.D., IEEE SM
Saeid Homayouni, Ph.D., IEEE SM
Associate professor at the Centre for Water, Earth, and Environment, INRS-Quebec
Verified email at ete.inrs.ca - Homepage
Title
Cited by
Cited by
Year
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 Bélair, A Berg, P Bullock, ...
IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2784-2801, 2014
2082014
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
1562014
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
1442011
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, 2019
1182019
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 (5), 1-14, 2015
822015
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 Photogrammetry, Remote Sensing and Spatial …, 2014
792014
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
632012
Hyperspectral image analysis for material mapping using spectral matching
S Homayouni, M Roux
ISPRS Congress Proceedings 20, 28, 2004
602004
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
562013
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
542018
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
442006
Support vector machine vs. 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 Sensing, 2020
432020
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
412012
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
372020
Classification of polarimetric SAR images using Support Vector Machines
R Shah Hosseini, I Entezari, S Homayouni, M Motagh, B Mansouri
Canadian Journal of Remote Sensing 37 (2), 220-233, 2011
312011
Material mapping from hyperspectral images using spectral matching in urban area
S Homayouni, M Roux
IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data …, 2003
312003
Quad and compact multitemporal C-band PolSAR observations for crop characterization and monitoring
S Homayouni, H McNairn, M Hosseini, X Jiao, J Powers
International Journal of Applied Earth Observation and Geoinformation 74, 78-87, 2019
302019
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
292017
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
282015
Improvement of anomoly detection algorithms in hyperspectral images using discrete wavelet transform
MZ Baghbidi, K Jamshidi, ARN Nilchi, S Homayouni
arXiv preprint arXiv:1201.2025, 2012
262012
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Articles 1–20