Document quand l'auteur est "Homayouni, Saeid"

Roy, Kaushik; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Zhang, Ying (2025). Self-Supervised Deep Learning for Urban Land Cover Classification from Very High Resolution Imagery / Apprentissage profond auto-supervisé pour la classification de la couverture terrestre urbaine à partir d’images à très haute résolution spatiale. Canadian Journal of Remote Sensing , vol. 51 , nº 1. p. 253528. DOI: 10.1080/07038992.2025.2532528.

Rahimpour, Morteza; Rahimzadegan, Majid; Nosratpour, Reza; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Behrangi, Ali (2025). A Novel Machine Learning-Based Clustering-Merging Method for Improving Extreme Precipitation Estimation. Advances in Atmospheric Sciences , vol. 42 , nº 8. pp. 1693-1714. DOI: 10.1007/s00376-024-4315-3.

Cherif, Mouna; Saidi, Salwa; Ezzine, Ahmed; Darragi, Fadila et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). Assessing hydrological erosion estimation using the Revised Universal Soil Loss Equation (RUSLE) model in Google Earth Engine: a case study of Medjerda River Catchment, Tunisia. Euro-Mediterranean Journal for Environmental Integration , vol. 10 , nº 4. pp. 2453-2471. DOI: 10.1007/s41207-025-00767-5.

Bahrami, Hazhir ORCID: https://orcid.org/0000-0003-1371-7337; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Adamchuk, Viacheslav I. ORCID: https://orcid.org/0000-0001-7279-3597; Saifuzzaman, Md; Albasha, Rami ORCID: https://orcid.org/0000-0001-5709-3760 et Leduc, Maxime ORCID: https://orcid.org/0000-0001-7097-1636 (2025). Alfalfa stem count estimation using remote sensing imagery and machine learning on Google Earth Engine. International Journal of Applied Earth Observation and Geoinformation , vol. 142 . p. 104729. DOI: 10.1016/j.jag.2025.104729.

Farhangi, Mahdi ORCID: https://orcid.org/0009-0001-5545-8604; Milan, Asghar ORCID: https://orcid.org/0000-0003-0187-6074; Shokri, Danesh et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). Enhancing U-Net performance for high-resolution land cover classification using a dynamic epoch-centric optimizer (DECO). Remote Sensing Applications: Society and Environment , vol. 39 . p. 101668. DOI: 10.1016/j.rsase.2025.101668.

Nakhostin Rouhi, Mahsa; Saberioon, Mohammadmehdi; Makki, Mohsen; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Kiavarz, Majid et Alavipanah, Seyed Kazem (2025). Unlocking urban soil secrets: machine learning and spectrometry in Berlin’s heavy metal pollution study considering spatial data. Environmental Monitoring and Assessment , vol. 197 , nº 8. p. 930. DOI: 10.1007/s10661-025-14378-8.

Mukherjee, Sukanya; Dey, Subhadip; Kamilya, Dibyendu; Mondal, Sandipan; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Mahdianpari, Masoud (2025). Joint use of the Sentinel-1–derived Kennaugh parameters and Sentinel-2 data for temporal landcover dynamics over the Indian Sundarbans region. Journal of Applied Remote Sensing , vol. 19 , nº 3. 034504. DOI: 10.1117/1.JRS.19.034504.

Awad, Mohamad M. ORCID: https://orcid.org/0000-0002-8419-5786 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). High-Resolution Daily XCH₄ Prediction Using New Convolutional Neural Network Autoencoder Model and Remote Sensing Data. Atmosphere , vol. 16 , nº 7. p. 806. DOI: 10.3390/atmos16070806.

Kanani-Sadat, Yousef; Safari, Abdolreza; Nasseri, Mohsen et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). A novel explainable stacking ensemble model for estimating design floods: A data-driven approach for ungauged regions. Advanced Engineering Informatics , vol. 66 . p. 103429. DOI: 10.1016/j.aei.2025.103429.

Chaabani, Chayma; Salvó, Constanza Sofía; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761 et Adebanjo, Hannah M. (2025). Cloud computing-based freshwater ice mapping using synthetic aperture radar imagery. Earth Science Informatics , vol. 18 , nº 2. p. 411. DOI: 10.1007/s12145-025-01892-z.

Bahrami, Hazhir ORCID: https://orcid.org/0000-0003-1371-7337; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Adamchuk, Viacheslav I. ORCID: https://orcid.org/0000-0001-7279-3597; Albasha, Rami ORCID: https://orcid.org/0000-0001-5709-3760; Saifuzzaman, Md ORCID: https://orcid.org/0000-0001-8494-8971 et Leduc, Maxime ORCID: https://orcid.org/0000-0001-7097-1636 (2025). Machine Learning-Based Alfalfa Height Estimation Using Sentinel-2 Multispectral Imagery. Remote Sensing , vol. 17 , nº 10. p. 1759. DOI: 10.3390/rs17101759.

Khosravi, Younes; Ouarda, Taha B.M.J. ORCID: https://orcid.org/0000-0002-0969-063X et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). Developing an ensemble machine learning framework for enhanced climate projections using CMIP6 data in the Middle East. npj Climate and Atmospheric Science , vol. 8 , nº 1. p. 174. DOI: 10.1038/s41612-025-01033-9.

Bahrami, Hazhir ORCID: https://orcid.org/0000-0003-1371-7337; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Adamchuk, Viacheslav I.; Saifuzzaman, Md et Leduc, Maxime (2025). Alfalfa detection and stem count from proximal images using a combination of deep neural networks and machine learning. Computers and Electronics in Agriculture , vol. 232 . p. 110115. DOI: 10.1016/j.compag.2025.110115.

Ansari, Mohsen; Knudby, Anders et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). River salinity mapping through machine learning and statistical modeling using Landsat 8 OLI imagery. Advances in Space Research , vol. 75 , nº 10. pp. 6981-7002. DOI: 10.1016/j.asr.2025.03.037.

Hamed Alizadeh Moghaddam, Sayyed ORCID: https://orcid.org/0000-0003-2992-4277; Gazor, Saeed ORCID: https://orcid.org/0000-0003-4368-6682; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Karami, Fahime (2025). Integrating Local and Global Features in a Convolutional Vision Transformer for Wetland Mapping. IEEE Sensors Journal , vol. 25 , nº 5. pp. 8674-8683. DOI: 10.1109/JSEN.2025.3529762.

Fortin Faubert, Maxime ORCID: https://orcid.org/0000-0001-5816-0523; Pastore, Émilie; Lhissou, Rachid; Roy, Kaushik; Rasooli Zadeh, Aliyeh; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Ola, Anne ORCID: https://orcid.org/0000-0001-7271-3630 et Hénault-Ethier, Louise ORCID: https://orcid.org/0000-0003-0849-3666 (2025). Carbonature : modèle d’estimation des stocks de carbone à l’échelle des municipalités du Québec. Rapport de recherche (R2269). INRS Centre Eau Terre Environnement, Québec.

Patridge, Pasha April; Quintal-Marineau, Magalie ORCID: https://orcid.org/0000-0003-2763-8955; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Poulin, Jimmy; Risi, Lydia ORCID: https://orcid.org/0000-0003-3710-7955; Marmette, Marie-Christine; Bernier, Monique ORCID: https://orcid.org/0000-0002-7812-4965 et Gauthier, Yves (2025). Camera's at Marine Infrastructures in Nunavik (Caiman) / Caméras aux infrastructures Maritimes du Nunavik [Vidéo]

Nouraki, Atefeh; Golabi, Mona; Albaji, Mohammad; Naseri, Abd Ali et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). Estimation of surface soil moisture using the Thermal-Optical TRApezoid Model with Landsat-8 data. Journal of Water and Irrigation Management , vol. 14 , nº 4. pp. 827-844. DOI: 10.22059/JWIM.2024.376802.1163.

Alizadeh Moghaddam, Sayyed Hamed ORCID: https://orcid.org/0000-0003-2992-4277; Gazor, Saeed ORCID: https://orcid.org/0000-0003-4368-6682; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Karami, Fahime ORCID: https://orcid.org/0000-0003-1051-9351 (2025). Multiscale Deformable DenseNet for Wetland Mapping Using Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters , vol. 22 . p. 5505105. DOI: 10.1109/LGRS.2025.3569215.

Shokri, Danesh ORCID: https://orcid.org/0000-0003-3555-7645; Larouche, Christian ORCID: https://orcid.org/0000-0002-6288-4169 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2025). Real-Time Moving Vehicle Counting and Speed Estimation Toward Efficient Traffic Surveillance. IEEE Access , vol. 13 . pp. 36687-36700. DOI: 10.1109/ACCESS.2025.3540950.

Farhadiani, Ramin; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et Mahdianpari, Masoud (2024). Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data: Classification des cultures à l’aide de données multitemporelles radar à synthèse d’ouverture en mode polarimétrie compacte de la Mission de la Constellation RADARSAT. Canadian Journal of Remote Sensing , vol. 50 , nº 1. p. 2384883. DOI: 10.1080/07038992.2024.2384883.

Shahabi, Hejar; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Perret, Didier et Giroux, Bernard ORCID: https://orcid.org/0000-0002-2042-2759 (2024). Mapping Complex Landslide Scars Using Deep Learning and High-Resolution Topographic Derivatives from LiDAR Data in Quebec, Canada. Canadian Journal of Remote Sensing , vol. 50 , nº 1. p. 2418087. DOI: 10.1080/07038992.2024.2418087.

Khosravi, Younes; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Ouarda, Taha B. M. J. ORCID: https://orcid.org/0000-0002-0969-063X (2024). Spatio-temporal evaluation of MODIS temperature vegetation dryness index in the Middle East. Ecological Informatics , vol. 84 . p. 102894. DOI: 10.1016/j.ecoinf.2024.102894.

Nouraki, Atefeh; Golabi, Mona; Albaji, Mohammad; Naseri, Abd Ali et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). Enhanced root zone soil moisture monitoring using multitemporal remote sensing data and machine learning techniques. Remote Sensing Applications: Society and Environment , vol. 36 . p. 101354. DOI: 10.1016/j.rsase.2024.101354.

Hosseiny, Benyamin; Zaboli, Mahdieh et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). Forest Change Mapping using Multi-Source Satellite SAR, Optical, and LiDAR Remote Sensing Data. In: ISPRS TC IV Mid-term Symposium, 22–25 October 2024, Fremantle, Australia.

Farhadiani, Ramin et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). Evaluation of Polarimetric SAR Despeckling Methods for Crop Classification from RCM Compact Polarimetry Data. In: Canadian Symposium on Remote Sensing (CSRS), 10-13 juin 2024, Halifax, Canada.

Kanani-Sadat, Yousef ORCID: https://orcid.org/0000-0002-9215-5354; Safari, Abdolreza; Nasseri, Mohsen ORCID: https://orcid.org/0000-0002-7584-7631 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). A novel explainable PSO-XGBoost model for regional flood frequency analysis at a national scale: Exploring spatial heterogeneity in flood drivers. Journal of Hydrology , vol. 638 . p. 131493. DOI: 10.1016/j.jhydrol.2024.131493.

Kariminejad, Narges; Shahabi, Hejar; Ghorbanzadeh, Omid ORCID: https://orcid.org/0000-0002-9664-8770; Shafaie, Vahid; Hosseinalizadeh, Mohsen; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Pourghasemi, Hamid Reza (2024). Evaluation of Various Deep Learning Algorithms for Landslide and Sinkhole Detection from UAV Imagery in a Semi-arid Environment. Earth Systems and Environment , vol. 8 , nº 4. pp. 1387-1398. DOI: 10.1007/s41748-024-00419-8.

Hamidi, Masoumeh; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza et Hasani, Hadiseh (2024). Deep learning based crop-type mapping using SAR and optical data fusion. International Journal of Applied Earth Observation and Geoinformation , vol. 129 . p. 103860. DOI: 10.1016/j.jag.2024.103860.

Bahrami, Hazhir ORCID: https://orcid.org/0000-0003-1371-7337; Esmaeili, Pouya; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Pour, Amin Beiranvand ORCID: https://orcid.org/0000-0001-8783-5120; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761 et Bahroudi, Abbas (2024). Machine Learning-Based Lithological Mapping from ASTER Remote-Sensing Imagery. Minerals , vol. 14 , nº 2. p. 202. DOI: 10.3390/min14020202.

Khosravi, Younes; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et St-Hilaire, André ORCID: https://orcid.org/0000-0001-8443-5885 (2024). An integrated dryness index based on geographically weighted regression and satellite earth observations. Science of The Total Environment , vol. 911 . p. 168807. DOI: 10.1016/j.scitotenv.2023.168807.

Alavi, Mohammad; Albaji, Mohammad ORCID: https://orcid.org/0000-0002-5483-5834; Golabi, Mona; Ali Naseri, Abd et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). Estimation of sugarcane evapotranspiration from remote sensing and limited meteorological variables using machine learning models. Journal of Hydrology , vol. 629 . p. 130605. DOI: 10.1016/j.jhydrol.2023.130605.

Jafarzadeh, Hamid ORCID: https://orcid.org/0000-0001-7785-1872; Verma, Abhinav ORCID: https://orcid.org/0000-0002-8349-8697; Mahdianpari, Masoud ORCID: https://orcid.org/0000-0002-7234-959X; Bhattacharya, Avik ORCID: https://orcid.org/0000-0001-6720-6108 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). Enhanced Crop Discrimination and Monitoring Using Compact-Polarimetric SAR Signature Analysis From RADARSAT Constellation Mission. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 17 . pp. 6308-6327. DOI: 10.1109/JSTARS.2024.3366883.

Sahraei, Roya ORCID: https://orcid.org/0000-0003-0270-8208; Ghorbanian, Arsalan ORCID: https://orcid.org/0000-0001-8406-683X; Kanani-Sadat, Yousef ORCID: https://orcid.org/0000-0002-9215-5354; Jamali, Sadegh ORCID: https://orcid.org/0000-0002-0961-9497 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2024). Mangrove plantation suitability mapping by integrating multi criteria decision making geospatial approach and remote sensing data. Geo-spatial Information Science , vol. 27 , nº 4. pp. 1290-1308. DOI: 10.1080/10095020.2023.2167615.

Shokri, Danesh ORCID: https://orcid.org/0000-0003-3555-7645; Rastiveis, Heidar ORCID: https://orcid.org/0000-0002-2767-3462; Sarasua, Wayne A. ORCID: https://orcid.org/0000-0002-3910-446X; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Hosseiny, Benyamin ORCID: https://orcid.org/0000-0002-8212-2639 et Shams, Alireza ORCID: https://orcid.org/0000-0001-5369-1122 (2023). An enhanced descriptor extraction algorithm for power line detection from point clouds. Geographical Research , vol. 61 , nº 4. pp. 480-502. DOI: 10.1111/1745-5871.12604.

Shokri, Danesh; Larouche, Christian ORCID: https://orcid.org/0000-0002-6288-4169 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). A Comparative Analysis of Multi-Label Deep Learning Classifiers for Real-Time Vehicle Detection to Support Intelligent Transportation Systems. Smart Cities , vol. 6 , nº 5. pp. 2982-3004. DOI: 10.3390/smartcities6050134.

Abadi, Mohammad; Zamani, Abbasali ORCID: https://orcid.org/0000-0001-9703-3025; Khosravi, Younes et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Comprehensive Risk Assessment of Heavy Metals in Topsoil and Their Risks to Human Health and Ecosystem in Zanjan Mineral Province, Western Iran. Water, Air, & Soil Pollution , vol. 234 , nº 10. p. 627. DOI: 10.1007/s11270-023-06610-3.

Jafarzadeh, Hamid; Mahdianpari, Masoud; Verma, Abhinav; Bhattacharya, Avik et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Crop Discrimination and Mapping Using Multi-Temporal RCM Compact Polarimetry SAR Data. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 16-21 juillet 2023, Pasadena, États-Unis.

Chaabani, Chayma; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761 (2023). Sentinel-1 Sar Image Capabilities For Lake Ice Cover Monitoring. In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 16-21 juillet 2023, Pasadena, États-Unis.

Sahraei, Roya ORCID: https://orcid.org/0000-0003-0270-8208; Kanani‐Sadat, Yousef; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza; Oubennaceur, Khalid et Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761 (2023). A novel hybrid GIS ‐based multi‐criteria decision‐making approach for flood susceptibility analysis in large ungauged watersheds. Journal of Flood Risk Management , vol. 16 , nº 2. e12879. DOI: 10.1111/jfr3.12879.

Radman, Ali ORCID: https://orcid.org/0000-0002-7030-8794; Shah-Hosseini, Reza ORCID: https://orcid.org/0000-0002-7552-5392 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). A deep convolutional neural network for burn progression mapping using Sentinel-1 SAR time-series. International Journal of Remote Sensing , vol. 44 , nº 7. pp. 2196-2215. DOI: 10.1080/01431161.2023.2197131.

Ghosh, Swarnendu Sekhar; Bhogapurapu, Narayanarao; Bhattacharya, Avik et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Enhancing Plant Area Index Retrieval Using Gaussian Process Regression from Dual-Polarimetric SAR Data. In: International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), 27-29 janvier 2023, Hyderabad, India.

Rajabi, Roozbeh; Zehtabian, Amin; Singh, Keshav D.; Tabatabaeenejad, Alireza; Ghamisi, Pedram et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Editorial: Hyperspectral imaging in environmental monitoring and analysis. Frontiers in Environmental Science , vol. 11 . p. 1353447. DOI: 10.3389/fenvs.2023.1353447.

Sahraei, Roya ORCID: https://orcid.org/0000-0003-0270-8208; Ghorbanian, Arsalan ORCID: https://orcid.org/0000-0001-8406-683X; Kanani-Sadat, Yousef ORCID: https://orcid.org/0000-0002-9215-5354; Jamali, Sadegh ORCID: https://orcid.org/0000-0002-0961-9497 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Identifying suitable locations for mangrove plantation using geospatial information system and remote sensing. In: Sensors and Models in Photogrammetry and Remote Sensing Conference 2023, 19-22 février 2023, Tehran, Iran.

Rabiei-Dastjerdi, Hamidreza ORCID: https://orcid.org/0000-0003-2576-793X; Mohammadi, Shahin; Samouei, R.; Kazemi, M.; Matthews, Stephen A.; McArdle, Gavin ORCID: https://orcid.org/0000-0003-0613-546X; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Kiani, Behzad et Sadeghi, Rasoul (2023). Measuring spatial accessibility to healthcare facilities in Isfahan Metropolitan area in Iran. In: Sensors and Models in Photogrammetry and Remote Sensing Conference 2023, 19-22 février 2023, Tehran, Iran.

Moradi, Fatemeh; Zarei, Arastou; Ranjbar, Shivendu et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Wheat biomass estimation from uav imagery using an ensemble learning approach with bayesian optimization. In: Sensors and Models in Photogrammetry and Remote Sensing Conference 2023, 19-22 février 2023, Tehran, Iran.

Radman, Ali; Shah-Hosseini, Reza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). An Unsupervised Saliency-Guided Deep Convolutional Neural Network for Accurate Burn Mapping from Sentinel-1 SAR Data. Remote Sensing , vol. 15 , nº 5. p. 1184. DOI: 10.3390/rs15051184.

Zhang, Qiyue; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Zhao, Pengwu et Zhou, Mei (2023). Burned vegetation recovery trajectory and its driving factors using satellite remote-sensing datasets in the Great Xing’An forest region of Inner Mongolia. International Journal of Wildland Fire , vol. 32 , nº 2. pp. 244-261. DOI: 10.1071/WF21167.

Jafarzadeh, Hamid ORCID: https://orcid.org/0000-0001-7785-1872; Verma, Abhinav ORCID: https://orcid.org/0000-0002-8349-8697; Mahdianpari, Masoud ORCID: https://orcid.org/0000-0002-7234-959X; Gill, Eric W. ORCID: https://orcid.org/0000-0001-8329-0821; Bhattacharya, Avik ORCID: https://orcid.org/0000-0001-6720-6108 et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2023). Compact-Polarimetric SAR Signature Analysis for Wetland Characterization Using RADARSAT Constellation Mission. IEEE Transactions on Geoscience and Remote Sensing , vol. 62 . p. 5202016. DOI: 10.1109/TGRS.2023.3342625.

Shayeganpour, Samira; Tangestani, Majid Hashemi; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Gorsevski, Pece V. (2023). Ocher deposit prospecting using object-based image analysis of WorldView-3 VNIR data: A case study in Hormuz Island, southern Iran. Advances in Space Research , vol. 72 , nº 4. pp. 1123-1135. DOI: 10.1016/j.asr.2023.03.049.

Rabiei-Dastjerdi, Hamidreza ORCID: https://orcid.org/0000-0003-2576-793X; Amini, Saeid ORCID: https://orcid.org/0000-0002-3774-5730; McArdle, Gavin ORCID: https://orcid.org/0000-0003-0613-546X et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). City-region or city? That is the question: modelling sprawl in Isfahan using geospatial data and technology. GeoJournal , vol. 88 , nº S1. pp. 135-155. DOI: 10.1007/s10708-021-10554-8.

Saadat Seresht, Mohammad; Seydi, Seyd Teymoor; Hasanlou, Mahdi et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). A Convolutional Neural Network Method for Rice Mapping Using Time-Series of Sentinel-1 and Sentinel-2 Imagery. Agriculture , vol. 12 , nº 12. p. 2083. DOI: 10.3390/agriculture12122083.

Jamali, Ali; Mahdianpari, Masoud; Mohammadimanesh, Fariba et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples. International Journal of Applied Earth Observation and Geoinformation , vol. 115 . p. 103095. DOI: 10.1016/j.jag.2022.103095.

Rostami, Amirhossein; Shah-Hosseini, Reza; Asgari, Shabnam; Zarei, Arastou; Aghdami-Nia, Mohammad et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). Active Fire Detection from Landsat-8 Imagery Using Deep Multiple Kernel Learning. Remote Sensing , vol. 14 , nº 4. p. 992. DOI: 10.3390/rs14040992.

Azadbakht, Mohsen; Ashourloo, Davoud; Aghighi, Hossein; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Shahrabi, Hamid Salehi; Matkan, AliAkbar et Radiom, Soheil (2022). Alfalfa yield estimation based on time series of Landsat 8 and PROBA-V images: An investigation of machine learning techniques and spectral-temporal features. Remote Sensing Applications: Society and Environment , vol. 25 . p. 100657. DOI: 10.1016/j.rsase.2021.100657.

Faraji, Marjan; Nadi, Saeed; Ghaffarpasand, Omid; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Downey, Kay (2022). An integrated 3D CNN-GRU deep learning method for short-term prediction of PM2.5 concentration in urban environment. Science of The Total Environment , vol. 834 . p. 155324. DOI: 10.1016/j.scitotenv.2022.155324.

Aghdami-Nia, Mohammad; Shah-Hosseini, Reza; Rostami, Amirhossein et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). Automatic coastline extraction through enhanced sea-land segmentation by modifying Standard U-Net. International Journal of Applied Earth Observation and Geoinformation , vol. 109 . p. 102785. DOI: 10.1016/j.jag.2022.102785.

Madaeni, Fatemehalsadat; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Lhissou, Rachid; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gauthier, Yves et Tolszczuk-Leclerc, Simon (2022). Convolutional neural network and long short-term memory models for ice-jam predictions. The Cryosphere , vol. 16 , nº 4. pp. 1447-1468. DOI: 10.5194/tc-16-1447-2022.

Bhattarai, Rajeev; Rahimzadeh-Bajgiran, Parinaz; Weiskittel, Aaron; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gara, Tawanda W. et Hanavan, Ryan P. (2022). Estimating species-specific leaf area index and basal area using optical and SAR remote sensing data in Acadian mixed spruce-fir forests, USA. International Journal of Applied Earth Observation and Geoinformation , vol. 108 . p. 102727. DOI: 10.1016/j.jag.2022.102727.

Bhogapurapu, Narayanarao; Dey, Subhadip; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et Rao, Y. S. (2022). Field-scale soil moisture estimation using sentinel-1 GRD SAR data. Advances in Space Research , vol. 70 , nº 12. pp. 3845-3858. DOI: 10.1016/j.asr.2022.03.019.

Ghosh, Swarnendu Sekhar; Dey, Subhadip; Bhogapurapu, Narayanarao; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et McNairn, Heather (2022). Gaussian Process Regression Model for Crop Biophysical Parameter Retrieval from Multi-Polarized C-Band SAR Data. Remote Sensing , vol. 14 , nº 4. p. 934. DOI: 10.3390/rs14040934.

Mohseni, Farzane; Mirmazloumi, S. Mohammad; Mokhtarzade, Mehdi; Jamali, Sadegh et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). Global Evaluation of SMAP/Sentinel-1 Soil Moisture Products. Remote Sensing , vol. 14 , nº 18. p. 4624. DOI: 10.3390/rs14184624.

Ghorbanzadeh, Omid; Shahabi, Hejar; Crivellari, Alessandro; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Blaschke, Thomas et Ghamisi, Pedram (2022). Landslide detection using deep learning and object-based image analysis. Landslides , vol. 19 , nº 4. pp. 929-939. DOI: 10.1007/s10346-021-01843-x.

Saboori, Mojtaba; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Shah-Hosseini, Reza et Zhang, Ying (2022). Optimum Feature and Classifier Selection for Accurate Urban Land Use/Cover Mapping from Very High Resolution Satellite Imagery. Remote Sensing , vol. 14 , nº 9. p. 2097. DOI: 10.3390/rs14092097.

Bahrami, Hazhir; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; McNairn, Heather; Hosseini, Mehdi et Mahdianpari, Masoud (2022). Regional Crop Characterization Using Multi-Temporal Optical and Synthetic Aperture Radar Earth Observations Data./ Caractérisation régionale des cultures à l’aide de données d’observations de la Terre multitemporelles optiques et celles d’un radar à synthèse d’ouverture. Canadian Journal of Remote Sensing , vol. 48 , nº 2. pp. 258-277. DOI: 10.1080/07038992.2021.2011180.

Khorsandi, Mostafa; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Van Oel, Pieter (2022). The edge of the petri dish for a nation: Water resources carrying capacity assessment for Iran. Science of The Total Environment , vol. 817 . p. 153038. DOI: 10.1016/j.scitotenv.2022.153038.

Dabboor, Mohammed; Olthof, Ian; Mahdianpari, Masoud; Mohammadimanesh, Fariba; Shokr, Mohammed; Brisco, Brian et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). The RADARSAT Constellation Mission Core Applications: First Results. Remote Sensing , vol. 14 , nº 2. p. 301. DOI: 10.3390/rs14020301.

Amini, Saeid; Saber, Mohsen; Rabiei-Dastjerdi, Hamidreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2022). Urban Land Use and Land Cover Change Analysis Using Random Forest Classification of Landsat Time Series. Remote Sensing , vol. 14 , nº 11. p. 2654. DOI: 10.3390/rs14112654.

Hosseini, Mehdi; McNairn, Heather; Mitchell, Scott; Robertson, Laura Dingle; Davidson, Andrew; Ahmadian, Nima; Bhattacharya, Avik; Borg, Erik; Conrad, Christopher; Dabrowska-Zielinska, Katarzyna; de Abelleyra, Diego; Gurdak, Radoslaw; Kumar, Vineet; Kussul, Nataliia; Mandal, Dipankar; Rao, Y. S.; Saliendra, Nicanor; Shelestov, Andrii; Spengler, Daniel; Verón, Santiago R.; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Becker-Reshef, Inbal (2021). A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index. Remote Sensing , vol. 13 , nº 7. p. 1348. DOI: 10.3390/rs13071348.

Ghanbari, Hamid; Mahdianpari, Masoud; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Mohammadimanesh, Fariba (2021). A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 14 . pp. 3602-3613. DOI: 10.1109/JSTARS.2021.3065569.

Ansari, Mohsen; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza et Niazmardi, Saeid (2021). A New Convolutional Kernel Classifier for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 14 . pp. 11240-11256. DOI: 10.1109/JSTARS.2021.3123087.

Shokri, Danesh; Rastiveis, Heidar; Sarasua, Wayne A.; Shams, Alireza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2021). A Robust and Efficient Method for Power Lines Extraction from Mobile LiDAR Point Clouds. PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science , vol. 89 , nº 3. pp. 209-232. DOI: 10.1007/s41064-021-00155-y.

Hamidi, Masoumeh; Safari, Abdolreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2021). An auto-encoder based classifier for crop mapping from multitemporal multispectral imagery. International Journal of Remote Sensing , vol. 42 , nº 3. pp. 986-1016. DOI: 10.1080/01431161.2020.1820619.

Rahimzad, Maryam; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Alizadeh Naeini, Amin et Nadi, Saeed (2021). An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE). Remote Sensing , vol. 13 , nº 13. p. 2501. DOI: 10.3390/rs13132501.

Jafarzadeh, Hamid; Mahdianpari, Masoud; Gill, Eric; Mohammadimanesh, Fariba et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2021). Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation. Remote Sensing , vol. 13 , nº 21. p. 4405. DOI: 10.3390/rs13214405.

Bahrami, Hazhir; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Safari, Abdolreza; Mirzaei, Sayeh; Mahdianpari, Masoud et Reisi-Gahrouei, Omid (2021). Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations. Agronomy , vol. 11 , nº 7. p. 1363. DOI: 10.3390/agronomy11071363.

Imanian, Ali; Asadi, Adel; Tangestani, Majid Hashemi; Homayouni, Saeid et Faghih, Ali (2021). Effect of Spectral Bandwidths on Linear Feature Extraction: An Evaluation of Landsat ETM+ and OLI Sensors. In: Geomatics and Geospatial Technology (GGT), 23-24 mars 2021, Shah Alam, Malaisie.

Shayeganpour, Samira; Tangestani, Majid Hashemi; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Vincent, Robert K. (2021). Evaluating pixel-based vs. object-based image analysis approaches for lithological discrimination using VNIR data of WorldView-3. Frontiers of Earth Science , vol. 15 , nº 1. pp. 38-53. DOI: 10.1007/s11707-020-0848-7.

Oubennaceur, Khalid; Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761; Gauthier, Yves; Ratté-Fortin, Claudie; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Toussaint, Jean-Patrick (2021). Flood Risk Assessment under Climate Change: The Petite Nation River Watershed. Climate , vol. 9 , nº 8. p. 125. DOI: 10.3390/cli9080125.

Touati, Chaima; Ratsimbazafy, Tahiana; Poulin, Jimmy; Bernier, Monique; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Ludwig, Ralf Peter (2021). Landscape Freeze/Thaw Mapping from Active and Passive Microwave Earth Observations over the Tursujuq National Park, Quebec, Canada. Écoscience , vol. 28 , nº 3-4. pp. 421-433. DOI: 10.1080/11956860.2021.1969790.

Mahdianpari, Masoud; Brisco, Brian; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Bourgeau-Chavez, Laura (2021). Mapping Pan-Canadian Wetlands Using Multi-Source Earth Observations: The Third Generation of 10m Canadian Wetland Inventory Map. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 14 . pp. 8789-8803. DOI: 10.1109/JSTARS.2021.3105645.

Jafarzadeh, Hamid; Mahdianpari, Masoud; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Mohammadimanesh, Fariba et Dabboor, Mohammed (2021). Oil spill detection from Synthetic Aperture Radar Earth observations: a meta-analysis and comprehensive review. GIScience & Remote Sensing , vol. 58 , nº 7. pp. 1022-1051. DOI: 10.1080/15481603.2021.1952542.

Dufour-Beauséjour, Sophie; Bernier, Monique; Simon, Jérome; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gilbert, Véronique; Gauthier, Yves; Tuniq, Juupi; Wendleder, Anna et Roth, Achim (2021). Tenuous Correlation between Snow Depth or Sea Ice Thickness and C- or X-Band Backscattering in Nunavik Fjords of the Hudson Strait. Remote Sensing , vol. 13 , nº 4. p. 768. DOI: 10.3390/rs13040768.

Mahdianpari, Masoud; Brisco, Brian; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Bourgeau-Chavez, Laura (2021). The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 14 . pp. 8789-8803. DOI: 10.1109/JSTARS.2021.3105645.

Dey, Subhadip; Bhogapurapu, Narayanarao; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Bhattacharya, Avik et McNairn, Heather (2021). Unsupervised Classification of Crop Growth Stages with Scattering Parameters from Dual-Pol Sentinel-1 SAR Data. Remote Sensing , vol. 13 , nº 21. p. 4412. DOI: 10.3390/rs13214412.

Shahabi, Hejar; Rahimzad, Maryam; Tavakkoli Piralilou, Sepideh; Ghorbanzadeh, Omid; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Blaschke, Thomas; Lim, Samsung et Ghamisi, Pedram (2021). Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery. Remote Sensing , vol. 13 , nº 22. p. 4698. DOI: 10.3390/rs13224698.

Jamshidpour, Nasehe; Safari, Abdolreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification. Remote Sensing , vol. 12 , nº 2. p. 297. DOI: 10.3390/rs12020297.

Mahdianpari, Masoud; Jafarzadeh, Hamid; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Brisco, Brian; Salehi, Bahram; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Weng, Qihao (2020). A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland. GIScience & Remote Sensing , vol. 57 , nº 8. pp. 1102-1124. DOI: 10.1080/15481603.2020.1846948.

Mohammadi, Ayub; Karimzadeh, Sadra; Jalal, Shazad Jamal; Kamran, Khalil Valizadeh; Shahabi, Himan; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Al-Ansari, Nadhir (2020). A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models. Sensors , vol. 20 , nº 24. p. 7214. DOI: 10.3390/s20247214.

Ahmadi, Salman et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). A Novel Active Contours Model for Environmental Change Detection from Multitemporal Synthetic Aperture Radar Images. Remote Sensing , vol. 12 , nº 11. p. 1746. DOI: 10.3390/rs12111746.

Hosseiny, Benyamin; Rastiveis, Heidar et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery. Remote Sensing , vol. 12 , nº 21. p. 3521. DOI: 10.3390/rs12213521.

Mahdianpari, Masoud; Salehi, Bahram; Mohammadimanesh, Fariba; Brisco, Brian; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gill, Eric; DeLancey, Evan R. et Bourgeau-Chavez, Laura (2020). 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 Engine Cloud Computing Platform / Mégadonnées pour un grand pays: La première carte d'inventaire des zones humides du Canada à une résolution de 10 m à l'aide des données Sentinel-1 et Sentinel-2 sur la plate-forme informatique en nuage de Google Earth Engine™. Canadian Journal of Remote Sensing , vol. 46 , nº 1. pp. 15-33. DOI: 10.1080/07038992.2019.1711366.

Bahrami, Hazhir; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Shah-Hosseini, Reza; ZandKarimi, Arash et Safari, Abdolreza (2020). Efficient dust detection based on spectral and thermal observations of MODIS imagery. Journal of Applied Remote Sensing , vol. 14 , nº 03. 034513. DOI: 10.1117/1.JRS.14.034513.

Reisi-Gahrouei, Omid; McNairn, Heather; Hosseini, Mehdi et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). Estimation of Crop Biomass and Leaf Area Index from Multitemporal and Multispectral Imagery Using Machine Learning Approaches. Canadian Journal of Remote Sensing , vol. 46 , nº 1. pp. 84-99. DOI: 10.1080/07038992.2020.1740584.

Yavari, Adel; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Oubennaceur, Khalid et Chokmani, Karem ORCID: https://orcid.org/0000-0003-0018-0761 (2020). Flood inundation modeling in ungauged basins using Unmanned Aerial Vehicles imagery. Earth Observation and Geomatics Engineering , vol. 4 , nº 1. pp. 44-55. DOI: 10.22059/eoge.2020.297824.1075.

Hosseini, Mehdi; McNairn, Heather; Mitchell, Scott; Robertson, Laura Dingle; Davidson, Andrew et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). Integration of synthetic aperture radar and optical satellite data for corn biomass estimation. MethodsX , vol. 7 . p. 100857. DOI: 10.1016/j.mex.2020.100857.

Eskandari, Roghieh; Mahdianpari, Masoud; Mohammadimanesh, Fariba; Salehi, Bahram; Brisco, Brian et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models. Remote Sensing , vol. 12 , nº 21. p. 3511. DOI: 10.3390/rs12213511.

Mahdianpari, Masoud; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Brisco, Brian; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Gill, Eric; Huberty, Brian et Lang, Megan (2020). Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America. Remote Sensing , vol. 12 , nº 11. p. 1882. DOI: 10.3390/rs12111882.

Parto, Fatemeh; Saradjian, Mohammadreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). MODIS Brightness Temperature Change-Based Forest Fire Monitoring. Journal of the Indian Society of Remote Sensing , vol. 48 , nº 1. pp. 163-169. DOI: 10.1007/s12524-019-01071-w.

Jamshidpour, Nasehe; Safari, Abdolreza et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). Multiview Active Learning Optimization Based on Genetic Algorithm and Gaussian Mixture Models for Hyperspectral Data. IEEE Geoscience and Remote Sensing Letters , vol. 17 , nº 1. pp. 172-176. DOI: 10.1109/LGRS.2019.2914858.

Sheykhmousa, Mohammadreza; Mahdianpari, Masoud; Ghanbari, Hamid; Mohammadimanesh, Fariba; Ghamisi, Pedram et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 13 . pp. 6308-6325. DOI: 10.1109/JSTARS.2020.3026724.

Mahdianpari, Masoud; Brisco, Brian; Granger, Jean Elizabeth; Mohammadimanesh, Fariba; Salehi, Bahram; Banks, Sarah; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; Bourgeau-Chavez, Laura et Weng, Qihao (2020). The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine. Canadian Journal of Remote Sensing , vol. 46 , nº 3. pp. 360-375. DOI: 10.1080/07038992.2020.1802584.

Hosseini Aria, S. Enayat; Menenti, Massimo; Gorte, Ben G. H. et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2020). Unsupervised dimensionality reduction of hyperspectral images using representations of reflectance spectra. International Journal of Remote Sensing , vol. 41 , nº 20. pp. 7820-7845. DOI: 10.1080/01431161.2020.1766146.

Niazmardi, Saeid; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Safari, Abdolreza (2019). A computationally efficient multi-domain active learning method for crop mapping using satellite image time-series. International Journal of Remote Sensing , vol. 40 , nº 16. pp. 6383-6394. DOI: 10.1080/01431161.2019.1591648.

Hadavand, Ahmad; Saadat Seresht, Mohammad et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2019). A novel density-based super-pixel aggregation for automatic segmentation of remote sensing images in urban areas. Earth Observation and Geomatics Engineering , vol. 3 , nº 21. pp. 84-91. DOI: 10.22059/EOGE.2019.282354.1048.

Reisi-Gahrouei, Omid; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356; McNairn, Heather; Hosseini, Mehdi et Safari, Abdolreza (2019). Crop biomass estimation using multi regression analysis and neural networks from multitemporal L-band polarimetric synthetic aperture radar data. International Journal of Remote Sensing , vol. 40 , nº 17. pp. 6822-6840. DOI: 10.1080/01431161.2019.1594436.

Farhadiani, Ramin; Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 et Safari, Abdolreza (2019). Hybrid SAR Speckle Reduction Using Complex Wavelet Shrinkage and Non-Local PCA-Based Filtering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , vol. 12 , nº 5. pp. 1489-1496. DOI: 10.1109/JSTARS.2019.2907655.

Mahdianpari, Masoud; Mohammadimanesh, Fariba; McNairn, Heather; Davidson, Andrew; Rezaee, Mohammad; Salehi, Bahram et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2019). Mid-season Crop Classification Using Dual-, Compact-, and Full-polarization in Preparation for the Radarsat Constellation Mission (RCM). Remote Sensing , vol. 11 , nº 13. p. 1582. DOI: 10.3390/rs11131582.

Hosseini, Mehdi; McNairn, Heather; Mitchell, Scott; Dingle Robertson, Laura; Davidson, Andrew et Homayouni, Saeid ORCID: https://orcid.org/0000-0002-0214-5356 (2019). Synthetic aperture radar and optical satellite data for estimating the biomass of corn. International Journal of Applied Earth Observation and Geoinformation , vol. 83 . p. 101933. DOI: 10.1016/j.jag.2019.101933.