Saeid Homayouni

发表

Evaluation of intrinsic dimensionality methods using residual and change-point analyses

Amin Alizadeh Naeini, Saeid Homayouni, Mohammad Saadatseresht, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping

Heather McNairn, Saeid Homayouni, Abdolreza Safari, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Enhanced Tree-Based Multiple Classifier Systems for Cropland Classification from Optical and Full-Polarimetric Radar Images

Saeid Homayouni, Abdolreza Safari, Iman Khosravi, 2018 .

Hybrid SAR Speckle Reduction Using Complex Wavelet Shrinkage and Non-Local PCA-Based Filtering

Saeid Homayouni, Abdolreza Safari, Ramin Farhadiani, 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

An Approach for Subpixel Anomaly Detection in Hyperspectral Images

Saeid Homayouni, Abdolreza Safari, Safa Khazai, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring

Heather McNairn, Saeid Homayouni, Jiali Shang, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Global DEMs to tackle RPC biases and the overfitting phenomenon in high-resolution satellite imagery

Amin Alizadeh Naeini, Saeid Homayouni, Sayyed Mohammad Javad Mirzadeh, 2018 .

Graph-based semi-supervised hyperspectral image classification using spatial information

Saeid Homayouni, Abdolreza Safari, Nasehe Jamshidpour, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Environmental monitoring based on automatic change detection from remotely sensed data: kernel-based approach

Saeid Homayouni, Abdolreza Safari, Reza Shah-Hosseini, 2015 .

Intrinsic Dimensionality Estimation in Hyperspectral Imagery Using Residual and Change-Point Analyses

Amin Alizadeh Naeini, Saeid Homayouni, Mohammad Saadatseresht, 2014, IEEE Geoscience and Remote Sensing Letters.

Object-based classification of hyperspectral data using Random Forest algorithm

Saeid Homayouni, Abdolreza Safari, Saeid Amini, 2018, Geo spatial Inf. Sci..

A Novel Active Contours Model for Environmental Change Detection from Multitemporal Synthetic Aperture Radar Images

Saeid Homayouni, Salman Ahmadi, Saeid Homayouni, 2020, Remote. Sens..

Improving the SVDD Approach to Hyperspectral Image Classification

Saeid Homayouni, Abdolreza Safari, Safa Khazai, 2012, IEEE Geoscience and Remote Sensing Letters.

Algorithm and Gaussian Mixture Models for Hyperspectral Data

Saeid Homayouni, Abdolreza Safari, Nasehe Jamshidpour, 2019 .

Spectral–Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood

Saeid Homayouni, Abdolreza Safari, Nasehe Jamshidpour, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Speckle Reduction in Synthetic Aperture Radar Images in Wavelet Domain Exploiting Intra-scale and Inter-scale Dependencies

Saeid Homayouni, R. Farhadiani, Abdolreza Safari, 2019 .

Quad and compact multitemporal C-band PolSAR observations for crop characterization and monitoring

Heather McNairn, Mehdi Hosseini, Saeid Homayouni, 2019, Int. J. Appl. Earth Obs. Geoinformation.

Segmentation parameter selection for object-based land-cover mapping from ultra high resolution spectral and elevation data

Saeid Homayouni, Mohammad Saadatseresht, Ahmad Hadavand, 2017 .

An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery

Saeid Homayouni, Benyamin Hosseiny, Heidar Rastiveis, 2020, Remote. Sens..

Multiple Kernel Learning for Remote Sensing Image Classification

Lorenzo Bruzzone, Begüm Demir, Saeid Homayouni, 2018, IEEE Transactions on Geoscience and Remote Sensing.

EVALUATION OF MULTIPLE KERNEL LEARNING ALGORITHMS FOR CROPMAPPING USING SATELLITE IMAGE TIME-SERIES DATA

Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi, 2017 .

A fast-adaptive support vector method for full-pixel anomaly detection in hyperspectral images

Saeid Homayouni, Abdolreza Safari, Safa Khazai, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Improving the Dynamic Clustering of Hyperspectral Data Based on the Integration of Swarm Optimization and Decision Analysis

Amin Alizadeh Naeini, Saeid Homayouni, Mohammad Saadatseresht, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Land cover change detection using unsupervised kernel C-means and multi-temporal SAR data

Saeid Homayouni, Valentin Poncos, Mahdi Motagh, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Object-based Traffic Sign Detection and Recognition from ‎Integrated Range and Intensity Images

Mozhdeh Shahbazi, Saeid Homayouni, Mohammad Saadatseresht, 2011 .

Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping

Heather McNairn, Saeid Homayouni, Abdolreza Safari, 2018, Int. J. Appl. Earth Obs. Geoinformation.

An improved marker selection method for hyperspectral image segmentation and classification

Saeid Homayouni, Hossein Torabzadeh, Abdolreza Safari, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Saeid Homayouni, Eric W. Gill, Laura L. Bourgeau-Chavez, 2020, Canadian Journal of Remote Sensing.

A particle swarm optimized kernel-based clustering method for crop mapping from multi-temporal polarimetric L-band SAR observations

Heather McNairn, Saeid Homayouni, Abdolreza Safari, 2017, Int. J. Appl. Earth Obs. Geoinformation.

Automatic Estimation of Number of Clusters in Hyperspectral Imagery

Amin Alizadeh Naeini, Saeid Homayouni, Mohammad Saadatseresht, 2014 .

Range Camera Self-Calibration Based on Integrated Bundle Adjustment via Joint Setup with a 2D Digital Camera

Mozhdeh Shahbazi, Saeid Homayouni, Mohammad Saadatseresht, 2011, Sensors.

A SVMS-based hyperspectral data classification algorithm in a similarity space

Saeid Homayouni, Reza Shah-Hosseini, Saeid Homayouni, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Multiobjective Genetic Optimization of Terrain-Independent RFMs for VHSR Satellite Images

Saeid Homayouni, Amin Alizadeh Naeini, Sayyed Mohammad Javad Mirzadeh, 2017, IEEE Geoscience and Remote Sensing Letters.

Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models

Saeid Homayouni, Fariba Mohammadimanesh, Masoud MahdianPari, 2020, Remote. Sens..

Natural hazard damage detection based on object-level support vector data description of optical and SAR Earth observations

Saeid Homayouni, Abdolreza Safari, Reza Shah-Hosseini, 2017 .

Meta-Analysis of Wetland Classification Using Remote Sensing: A Systematic Review of a 40-Year Trend in North America

Saeid Homayouni, Eric W. Gill, Fariba Mohammadimanesh, 2020, Remote. Sens..

Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Based on a Gaussian Mixture Model and Error Ellipse

Pedram Ghamisi, Saeid Homayouni, Hamid Ghanbari, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Compact polarimetric synthetic aperture radar for monitoring crop condition

Heather McNairn, Mehdi Hosseini, Saeid Homayouni, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Multiple kernels learning for classification of agricultural time series data

Heather McNairn, Saeid Homayouni, Abdolreza Safari, 2014, 2014 The Third International Conference on Agro-Geoinformatics.

Performance evaluation of random forest and support vector regressions in natural hazard change detection

Saeid Homayouni, Vahid Eisavi, 2016 .

A Novel Multiple Kernel Learning Framework for Multiple Feature Classification

Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Mapping urban land cover based on spatial-spectral classification of hyperspectral remote-sensing data

Saeid Homayouni, Abdolreza Safari, Naser Mehrshad, 2016 .

Application of 30-meter global digital elevation models for compensating rational polynomial coefficients biases

Saeid Homayouni, Amin Alizadeh Naeini, Masoud Babadi, 2020, Geocarto International.

A comparative study on Multiple Kernel Learning for remote sensing image classification

Lorenzo Bruzzone, Begüm Demir, Saeid Homayouni, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

A computationally efficient multi-domain active learning method for crop mapping using satellite image time-series

Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi, 2019, International Journal of Remote Sensing.

A Hybrid Kernel-Based Change Detection Method for Remotely Sensed Data in a Similarity Space

Saeid Homayouni, Abdolreza Safari, Reza Shah-Hosseini, 2015, Remote. Sens..

Multiple kernel representation and classification of multivariate satellite-image time-series for crop mapping

Heather McNairn, Saeid Homayouni, Abdolreza Safari, 2018 .

Anomaly Detection in Hyperspectral Images Based on an Adaptive Support Vector Method

Saeid Homayouni, Abdolreza Safari, Safa Khazai, 2011, IEEE Geoscience and Remote Sensing Letters.

An Improved FCM Algorithm Based on the SVDD for Unsupervised Hyperspectral Data Classification

Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

AN EFFECTIVE HYBRID SUPPORT VECTOR REGRESSION WITH CHAOS- EMBEDDED BIOGEOGRAPHY-BASED OPTIMIZATION STRATEGY FOR PREDICTION OF EARTHQUAKE-TRIGGERED SLOPE DEFORMATIONS

Saeid Homayouni, S. S. Mirvahabi, Ali Asghar Heidari, 2015 .

Speckle reduction of SAR images using curvelet and wavelet transforms based on spatial features characteristics

Vahid Akbari, Saeid Homayouni, Masoud MahdianPari, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Synthetic aperture radar and optical satellite data for estimating the biomass of corn

Heather McNairn, Saeid Homayouni, Laura Dingle Robertson, 2019, Int. J. Appl. Earth Obs. Geoinformation.

An efficient framework for spectral-spatial classification of hyperspectral images in urban areas

Saeid Homayouni, Abdolreza Safari, Safa Khazai, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Estimation of Natural Hazard Damages through the Fusion of Change Maps Obtained from Optical and Radar Earth Observations

Saeid Homayouni, Abdolreza Safari, Reza Shah-Hosseini, 2018 .

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

Saeid Homayouni, Eric W. Gill, Bahram Salehi, 2018, Remote. Sens..

Characterization of canola canopies using optical and SAR imagery

Heather McNairn, Mehdi Hosseini, Saeid Homayouni, 2018, Optical Engineering + Applications.

A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification

Saeid Homayouni, Abdolreza Safari, Nasehe Jamshidpour, 2020, Remote. Sens..

Semi-supervised classification of hyperspectral image using random forest algorithm

Saeid Homayouni, Abdolreza Safari, Saeid Amini, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms

Kalifa Goita, Heather McNairn, Thomas J. Jackson, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM)

Heather McNairn, Andrew A. Davidson, Saeid Homayouni, 2019, Remote. Sens..

Bagging and Boosting Ensemble Classifiers for Classification of Multispectral, Hyperspectral and PolSAR Data: A Comparative Evaluation

Saeid Homayouni, Masoud Mahdianpari, Fariba Mohammadimanesh, 2021, Remote. Sens..

An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE)

Amin Alizadeh Naeini, Saeid Homayouni, A. A. Naeini, 2021, Remote. Sens..

Tenuous Correlation between Snow Depth or Sea Ice Thickness and C- or X-Band Backscattering in Nunavik Fjords of the Hudson Strait

Anna Wendleder, Achim Roth, Saeid Homayouni, 2021, Remote Sensing.

Unsupervised Classification of Crop Growth Stages with Scattering Parameters from Dual-Pol Sentinel-1 SAR Data

Heather McNairn, Saeid Homayouni, Subhadip Dey, 2021, Remote. Sens..

A New Convolutional Kernel Classifier for Hyperspectral Image Classification

Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications

Saeid Homayouni, Hamid Ghanbari, Masoud Mahdianpari, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index

Avik Bhattacharya, Heather McNairn, Christopher Conrad, 2021, Remote. Sens..

The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform

Brian Brisco, Saeid Homayouni, Masoud Mahdianpari, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations

Saeid Homayouni, Abdolreza Safari, Masoud MahdianPari, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

A new classification method based on the support vector regression of NDVI time series for agricultural crop mapping

Heather McNairn, Saeid Homayouni, Jiali Shang, 2013, 2013 Second International Conference on Agro-Geoinformatics (Agro-Geoinformatics).

A COMPARISON STUDY OF DIFFERENT KERNEL FUNCTIONS FOR SVM-BASED CLASSIFICATION OF MULTI-TEMPORAL POLARIMETRY SAR DATA

Mahdi Hasanlou, Saeid Homayouni, Abdolreza Safari, 2014 .

HYPERSPECTRAL IMAGE ANALYSIS FOR MATERIAL MAPPING USING SPECTRAL MATCHING

Saeid Homayouni, Michel Roux, Saeid Homayouni, 2004 .

SEGMENTATION OF POLARIMETRIC SAR IMAGES USIG WAVELET TRANSFORMATION AND TEXTURE FEATURES

Saeid Homayouni, Abdolreza Safari, A. Rezaeian, 2015 .

AN EFFICIENT INITIALIZATION METHOD FOR K-MEANS CLUSTERING OF HYPERSPECTRAL DATA

Saeid Homayouni, Mohammad Saadatseresht, A. Alizade Naeini, 2014 .

Estimation of Crop Biomass and Leaf Area Index from Multitemporal and Multispectral Imagery Using Machine Learning Approaches

Heather McNairn, Mehdi Hosseini, Saeid Homayouni, 2020, Canadian Journal of Remote Sensing.

Land cover mapping based on random forest classification of multitemporal spectral and thermal images

Abbas Alimohammadi, Saeid Homayouni, Vahid Eisavi, 2015, Environmental Monitoring and Assessment.

Vine field monitoring using high resolution remote sensing images: segmentation and characterization of rows of vines

Christian Germain, Olivier Lavialle, Saeid Homayouni, 2006 .

Transformation of high resolution aerial images in vine vigour maps at intra-block scale by semi automatic image processing

Christian Germain, Saeid Homayouni, Gilbert Grenier, 2007 .

Partial unmixing of multi or hyperspectral images using ICA and Fuzzy Clustering techniques. Application to vegetation mapping on vineyards.

Christian Germain, Olivier Lavialle, Saeid Homayouni, 2006 .

Unsupervised Wishart Classfication of Wetlands in Newfoundland, Canada Using Polsar Data Based on Fisher Linear Discriminant Analysis

Saeid Homayouni, Masoud Mahdianpari, Bahram Salehi, 2016 .