Abdolreza Safari

According to our database, Abdolreza Safari authored at least 32 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep learning based crop-type mapping using SAR and optical data fusion.

Masoumeh Hamidi, Saeid Homayouni, Abdolreza Safari, Hadiseh Hasani

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Determining the time response in GNSS tomographic modeling of troposphere.

Elaheh Sadeghi, Masoud Mashhadi Hossainali, Abdolreza Safari

Earth Sci. Informatics, June, 2023

2022

Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery.

Mohsen Ansari, Weimin Huang, Saeid Homayouni, Saeid Niazmardi, Abdolreza Safari

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

A New Convolutional Kernel Classifier for Hyperspectral Image Classification.

Mohsen Ansari, Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Multi-GNSS (GPS/Galileo) single-frequency precise point positioning: a case study over Victoria.

Fereydoun Nobakht-Ersi, Abdolreza Safari

Earth Sci. Informatics, 2021

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

Hazhir Bahrami, Saeid Homayouni, Masoud MahdianPari, Abdolreza Safari

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

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

Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni

Remote. Sens., 2020

Multiview Active Learning Optimization Based on Genetic Algorithm and Gaussian Mixture Models for Hyperspectral Data.

Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni

IEEE Geosci. Remote. Sens. Lett., 2020

2019

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

Ramin Farhadiani, Saeid Homayouni, Abdolreza Safari

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Adaptive Self-Learned Active Learning Framework for Hyperspectral Classification.

Nasehe Jamshidpour, Enayat Hosseini Aria, Abdolreza Safari, Saeid Homayouni

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

2018

Multiple Kernel Learning for Remote Sensing Image Classification.

Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni

IEEE Trans. Geosci. Remote. Sens., 2018

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

Hamid Ghanbari, Saeid Homayouni, Pedram Ghamisi, Abdolreza Safari

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Object-based classification of hyperspectral data using Random Forest algorithm.

Saeid Amini, Saeid Homayouni, Abdolreza Safari, Ali Asghar Darvishsefat

Geo spatial Inf. Sci., 2018

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

Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari, Heather McNairn, Jiali Shang, Keith Beckett

Int. J. Appl. Earth Obs. Geoinformation, 2018

Classifying Multi-Channel Polsar Images Base on Polarization Signature.

Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A Novel Multiple Kernel Learning Framework for Multiple Feature Classification.

Saeid Niazmardi, Abdolreza Safari, Saeid Homayouni

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Similarity-Based Multiple Kernel Learning Algorithms for Classification of Remotely Sensed Images.

Saeid Niazmardi, Abdolreza Safari, Saeid Homayouni

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Spectral-Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood.

Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

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

Haifa Tamiminia, Saeid Homayouni, Heather McNairn, Abdolreza Safari

Int. J. Appl. Earth Obs. Geoinformation, 2017

2016

Fusion Methods for Land Surface Emissivity and Temperature Retrieval of the Landsat Data Continuity Mission Data.

Hassan Emami, Abdolreza Safari, Barat Mojaradi

IEEE Trans. Geosci. Remote. Sens., 2016

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

Nasehe Jamshidpour, Saeid Homayouni, Abdolreza Safari

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.

Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

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

Reza Shah-Hosseini, Saeid Homayouni, Abdolreza Safari

Remote. Sens., 2015

2014

An improved marker selection method for hyperspectral image segmentation and classification.

Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai, Hossein Torabzadeh

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.

Bahareh Yekkehkhany, Saeid Homayouni, Heather McNairn, Abdolreza Safari

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Semi-supervised classification of hyperspectral image using random forest algorithm.

Saeid Amini, Saeid Homayouni, Abdolreza Safari

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai

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.

Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

An Approach for Subpixel Anomaly Detection in Hyperspectral Images.

Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

2012

Improving the SVDD Approach to Hyperspectral Image Classification.

Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni

IEEE Geosci. Remote. Sens. Lett., 2012

2011

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

Safa Khazai, Saeid Homayouni, Abdolreza Safari, Barat Mojaradi

IEEE Geosci. Remote. Sens. Lett., 2011

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

Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011