A fast-adaptive support vector method for full-pixel anomaly detection in hyperspectral images. - Safa Khazai; Abdolreza Safari; Barat Mojaradi; Saeid Homayouni (IGARSS, 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)

Improving the SVDD Approach to Hyperspectral Image Classification. - Safa Khazai; Abdolreza Safari; Barat Mojaradi; Saeid Homayouni (IEEE Geosci. Remote. Sens. Lett., 2012)

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)

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 efficient framework for spectral-spatial classification of hyperspectral images in urban areas. - Davood Akbari; Saeid Homayouni; Abdolreza Safari; Safa Khazai (IGARSS, 2014)

Semi-supervised classification of hyperspectral image using random forest algorithm. - Saeid Amini; Saeid Homayouni; Abdolreza Safari (IGARSS, 2014)

Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping. - Bahareh Yekkehkhany; Saeid Homayouni; Heather McNairn; Abdolreza Safari (IGARSS, 2014)

An improved marker selection method for hyperspectral image segmentation and classification. - Davood Akbari; Saeid Homayouni; Abdolreza Safari; Safa Khazai; Hossein Torabzadeh (WHISPERS, 2014)

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)

A comparative study on Multiple Kernel Learning for remote sensing image classification. - Saeid Niazmardi; Begüm Demir; Lorenzo Bruzzone; Abdolreza Safari; Saeid Homayouni (IGARSS, 2016)

Graph-based semi-supervised hyperspectral image classification using spatial information. - Nasehe Jamshidpour; Saeid Homayouni; Abdolreza Safari (WHISPERS, 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)

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)

Spectral-Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood. - Nasehe Jamshidpour; 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)

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)

Classifying Multi-Channel Polsar Images Base on Polarization Signature. - Ramin Saadi; Mahdi Hasanlou; Abdolreza Safari (IGARSS, 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)

Object-based classification of hyperspectral data using Random Forest algorithm. - Saeid Amini; Saeid Homayouni; Abdolreza Safari; Ali Asghar Darvishsefat (Geo spatial Inf. Sci., 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)

Multiple Kernel Learning for Remote Sensing Image Classification. - Saeid Niazmardi; Begüm Demir; Lorenzo Bruzzone; Abdolreza Safari; Saeid Homayouni (IEEE Trans. Geosci. Remote. Sens., 2018)

Adaptive Self-Learned Active Learning Framework for Hyperspectral Classification. - Nasehe Jamshidpour; Enayat Hosseini Aria; Abdolreza Safari; Saeid Homayouni (WHISPERS, 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)

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)

A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification. - Nasehe Jamshidpour; Abdolreza Safari; Saeid Homayouni (Remote. Sens., 2020)

Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations. - Hazhir Bahrami; Saeid Homayouni; Masoud MahdianPari; Abdolreza Safari (IGARSS, 2021)

Multi-GNSS (GPS/Galileo) single-frequency precise point positioning: a case study over Victoria. - Fereydoun Nobakht-Ersi; Abdolreza Safari (Earth Sci. Informatics, 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)

Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery. - Mohsen Ansari; Weimin Huang 001; Saeid Homayouni; Saeid Niazmardi; Abdolreza Safari (IGARSS, 2022)

Determining the time response in GNSS tomographic modeling of troposphere. - Elaheh Sadeghi; Masoud Mashhadi Hossainali; Abdolreza Safari (Earth Sci. Informatics, 2023)

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)

A novel explainable stacking ensemble model for estimating design floods: A data-driven approach for ungauged regions. - Yousef Kanani-Sadat; Abdolreza Safari; Mohsen Nasseri; Saeid Homayouni (Adv. Eng. Informatics, 2025)