Saeid Homayouni
Orcid: 0000-0002-0214-5356
According to our database1,
Saeid Homayouni
authored at least 79 papers
between 2006 and 2024.
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Bibliography
2024
Compact-Polarimetric SAR Signature Analysis for Wetland Characterization Using RADARSAT Constellation Mission.
IEEE Trans. Geosci. Remote. Sens., 2024
Enhanced Crop Discrimination and Monitoring Using Compact-Polarimetric SAR Signature Analysis From RADARSAT Constellation Mission.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
D-Net: A Density-Based Convolutional Neural Network for Mobile LiDAR Point Clouds Classification in Urban Areas.
Remote. Sens., May, 2023
An Unsupervised Saliency-Guided Deep Convolutional Neural Network for Accurate Burn Mapping from Sentinel-1 SAR Data.
Remote. Sens., March, 2023
Crop Discrimination and Mapping Using Multi-Temporal RCM Compact Polarimetry SAR Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Optimum Feature and Classifier Selection for Accurate Urban Land Use/Cover Mapping from Very High Resolution Satellite Imagery.
Remote. Sens., 2022
Remote. Sens., 2022
Gaussian Process Regression Model for Crop Biophysical Parameter Retrieval from Multi-Polarized C-Band SAR Data.
Remote. Sens., 2022
Remote. Sens., 2022
A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization.
Remote. Sens., 2022
Urban Land Use and Land Cover Change Analysis Using Random Forest Classification of Landsat Time Series.
Remote. Sens., 2022
PolSAR Image Classification Based on Deep Convolutional Neural Networks Using Wavelet Transformation.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A deep learning framework based on generative adversarial networks and vision transformer for complex wetland classification using limited training samples.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Estimating species-specific leaf area index and basal area using optical and SAR remote sensing data in Acadian mixed spruce-fir forests, USA.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Automatic coastline extraction through enhanced sea-land segmentation by modifying Standard U-Net.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
10th International Conference on Agro-Geoinformatics 43rd Canadian Symposium on Remote Sensing (hybrid event).
Proceedings of the 10th International Conference on Agro-geoinformatics, 2022
2021
The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.
Remote. Sens., 2021
An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE).
Remote. Sens., 2021
Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation.
Remote. Sens., 2021
A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index.
Remote. Sens., 2021
Tenuous Correlation between Snow Depth or Sea Ice Thickness and C- or X-Band Backscattering in Nunavik Fjords of the Hudson Strait.
Remote. Sens., 2021
Unsupervised Classification of Crop Growth Stages with Scattering Parameters from Dual-Pol Sentinel-1 SAR Data.
Remote. Sens., 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models.
Sensors, 2020
Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America.
Remote. Sens., 2020
A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification.
Remote. Sens., 2020
An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery.
Remote. Sens., 2020
Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models.
Remote. Sens., 2020
A Novel Active Contours Model for Environmental Change Detection from Multitemporal Synthetic Aperture Radar Images.
Remote. Sens., 2020
Multiview Active Learning Optimization Based on Genetic Algorithm and Gaussian Mixture Models for Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2020
2019
Hybrid SAR Speckle Reduction Using Complex Wavelet Shrinkage and Non-Local PCA-Based Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
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.
Remote. Sens., 2019
Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM).
Remote. Sens., 2019
Synthetic aperture radar and optical satellite data for estimating the biomass of corn.
Int. J. Appl. Earth Obs. Geoinformation, 2019
Quad and compact multitemporal C-band PolSAR observations for crop characterization and monitoring.
Int. J. Appl. Earth Obs. Geoinformation, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Based on a Gaussian Mixture Model and Error Ellipse.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Geo spatial Inf. Sci., 2018
Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2018
2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Similarity-Based Multiple Kernel Learning Algorithms for Classification of Remotely Sensed Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Spectral-Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Multiobjective Genetic Optimization of Terrain-Independent RFMs for VHSR Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2017
A particle swarm optimized kernel-based clustering method for crop mapping from multi-temporal polarimetric L-band SAR observations.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Graph-based semi-supervised hyperspectral image classification using spatial information.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
A comparative study on Multiple Kernel Learning for remote sensing image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2015
A Hybrid Kernel-Based Change Detection Method for Remotely Sensed Data in a Similarity Space.
Remote. Sens., 2015
2014
RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Improving the Dynamic Clustering of Hyperspectral Data Based on the Integration of Swarm Optimization and Decision Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Intrinsic Dimensionality Estimation in Hyperspectral Imagery Using Residual and Change-Point Analyses.
IEEE Geosci. Remote. Sens. Lett., 2014
Evaluation of intrinsic dimensionality methods using residual and change-point analyses.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
An improved marker selection method for hyperspectral image segmentation and classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
An efficient framework for spectral-spatial classification of hyperspectral images in urban areas.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
An Improved FCM Algorithm Based on the SVDD for Unsupervised Hyperspectral Data Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Land cover change detection using unsupervised kernel C-means and multi-temporal SAR data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE Geosci. Remote. Sens. Lett., 2012
Improvement of Anomoly Detection Algorithms in Hyperspectral Images using Discrete Wavelet Transform
CoRR, 2012
Speckle reduction of SAR images using curvelet and wavelet transforms based on spatial features characteristics.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Range Camera Self-Calibration Based on Integrated Bundle Adjustment via Joint Setup with a 2D Digital Camera.
Sensors, 2011
Anomaly Detection in Hyperspectral Images Based on an Adaptive Support Vector Method.
IEEE Geosci. Remote. Sens. Lett., 2011
A fast-adaptive support vector method for full-pixel anomaly detection in hyperspectral images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006