Abdolreza Safari

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Image Classification

Active Learning Framework

Top Venues

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

Int. J. Appl. Earth Obs. Geoinformation

Publications

Masoumeh Hamidi, Saeid Homayouni, Abdolreza Safari, Hadiseh Hasani
Deep learning based crop-type mapping using SAR and optical data fusion. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Elaheh Sadeghi, Masoud Mashhadi Hossainali, Abdolreza Safari
Determining the time response in GNSS tomographic modeling of troposphere. Earth Sci. Informatics 16 (2) (2023)
Mohsen Ansari, Weimin Huang, Saeid Homayouni, Saeid Niazmardi, Abdolreza Safari
Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery. IGARSS (2022)
Fereydoun Nobakht-Ersi, Abdolreza Safari
Multi-GNSS (GPS/Galileo) single-frequency precise point positioning: a case study over Victoria. Earth Sci. Informatics 14 (3) (2021)
Mohsen Ansari, Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi
A New Convolutional Kernel Classifier for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Hazhir Bahrami, Saeid Homayouni, Masoud MahdianPari, Abdolreza Safari
Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations. IGARSS (2021)
Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification. Remote. Sens. 12 (2) (2020)
Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
Multiview Active Learning Optimization Based on Genetic Algorithm and Gaussian Mixture Models for Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 17 (1) (2020)
Ramin Farhadiani, Saeid Homayouni, Abdolreza Safari
Hybrid SAR Speckle Reduction Using Complex Wavelet Shrinkage and Non-Local PCA-Based Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (5) (2019)
Nasehe Jamshidpour, Enayat Hosseini Aria, Abdolreza Safari, Saeid Homayouni
Adaptive Self-Learned Active Learning Framework for Hyperspectral Classification. WHISPERS (2019)
Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari
Classifying Multi-Channel Polsar Images Base on Polarization Signature. IGARSS (2018)
Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari, Heather McNairn, Jiali Shang, Keith Beckett
Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping. Int. J. Appl. Earth Obs. Geoinformation 72 (2018)
Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni
Multiple Kernel Learning for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Saeid Amini, Saeid Homayouni, Abdolreza Safari, Ali Asghar Darvishsefat
Object-based classification of hyperspectral data using Random Forest algorithm. Geo spatial Inf. Sci. 21 (2) (2018)
Hamid Ghanbari, Saeid Homayouni, Pedram Ghamisi, Abdolreza Safari
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. 11 (11) (2018)
Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
Spectral-Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (9) (2017)
Saeid Niazmardi, Abdolreza Safari, Saeid Homayouni
A Novel Multiple Kernel Learning Framework for Multiple Feature Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Haifa Tamiminia, Saeid Homayouni, Heather McNairn, Abdolreza Safari
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 58 (2017)
Saeid Niazmardi, Abdolreza Safari, Saeid Homayouni
Similarity-Based Multiple Kernel Learning Algorithms for Classification of Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (5) (2017)
Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni
A comparative study on Multiple Kernel Learning for remote sensing image classification. IGARSS (2016)
Hassan Emami, Abdolreza Safari, Barat Mojaradi
Fusion Methods for Land Surface Emissivity and Temperature Retrieval of the Landsat Data Continuity Mission Data. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Nasehe Jamshidpour, Saeid Homayouni, Abdolreza Safari
Graph-based semi-supervised hyperspectral image classification using spatial information. WHISPERS (2016)
Reza Shah-Hosseini, Saeid Homayouni, Abdolreza Safari
A Hybrid Kernel-Based Change Detection Method for Remotely Sensed Data in a Similarity Space. Remote. Sens. 7 (10) (2015)
Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai
An efficient framework for spectral-spatial classification of hyperspectral images in urban areas. IGARSS (2014)
Bahareh Yekkehkhany, Saeid Homayouni, Heather McNairn, Abdolreza Safari
Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping. IGARSS (2014)
Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai, Hossein Torabzadeh
An improved marker selection method for hyperspectral image segmentation and classification. WHISPERS (2014)
Saeid Amini, Saeid Homayouni, Abdolreza Safari
Semi-supervised classification of hyperspectral image using random forest algorithm. IGARSS (2014)
Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari
An Improved FCM Algorithm Based on the SVDD for Unsupervised Hyperspectral Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-3) (2013)
Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni
An Approach for Subpixel Anomaly Detection in Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-3) (2013)
Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni
Improving the SVDD Approach to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 9 (4) (2012)
Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni
A fast-adaptive support vector method for full-pixel anomaly detection in hyperspectral images. IGARSS (2011)
Safa Khazai, Saeid Homayouni, Abdolreza Safari, Barat Mojaradi
Anomaly Detection in Hyperspectral Images Based on an Adaptive Support Vector Method. IEEE Geosci. Remote. Sens. Lett. 8 (4) (2011)