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ORCIDAbdolreza Safari
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- affiliation: University of Tehran, Iran
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2020 – today
- 2024
[j21]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: 103860 (2024)- 2023
- [j20]Elaheh Sadeghi, Masoud Mashhadi Hossainali, Abdolreza Safari:
Determining the time response in GNSS tomographic modeling of troposphere. Earth Sci. Informatics 16(2): 1867-1877 (2023) - 2022
- [c11]Mohsen Ansari
, Weimin Huang, Saeid Homayouni, Saeid Niazmardi, Abdolreza Safari:
Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery. IGARSS 2022: 1384-1387 - 2021
- [j19]Fereydoun Nobakht-Ersi, Abdolreza Safari:
Multi-GNSS (GPS/Galileo) single-frequency precise point positioning: a case study over Victoria. Earth Sci. Informatics 14(3): 1303-1313 (2021) - [j18]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: 11240-11256 (2021) - [c10]Hazhir Bahrami, Saeid Homayouni, Masoud MahdianPari, Abdolreza Safari:
Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations. IGARSS 2021: 5929-5932 - 2020
- [j17]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): 172-176 (2020) - [j16]Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni:
A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification. Remote. Sens. 12(2): 297 (2020)
2010 – 2019
- 2019
- [j15]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): 1489-1496 (2019) - [c9]Nasehe Jamshidpour, Enayat Hosseini Aria, Abdolreza Safari, Saeid Homayouni:
Adaptive Self-Learned Active Learning Framework for Hyperspectral Classification. WHISPERS 2019: 1-5 - 2018
- [j14]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: 34-41 (2018) - [j13]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): 127-138 (2018) - [j12]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): 4526-4533 (2018) - [j11]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): 1425-1443 (2018) - [c8]Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari:
Classifying Multi-Channel Polsar Images Base on Polarization Signature. IGARSS 2018: 2428-2431 - 2017
- [j10]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: 201-212 (2017) - [j9]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): 2012-2021 (2017) - [j8]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): 3734-3743 (2017) - [j7]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): 4183-4197 (2017) - 2016
- [j6]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): 3842-3855 (2016) - [c7]Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni:
A comparative study on Multiple Kernel Learning for remote sensing image classification. IGARSS 2016: 1512-1515 - [c6]Nasehe Jamshidpour, Saeid Homayouni, Abdolreza Safari:
Graph-based semi-supervised hyperspectral image classification using spatial information. WHISPERS 2016: 1-4 - 2015
- [j5]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): 12829-12858 (2015) - 2014
- [c5]Bahareh Yekkehkhany, Saeid Homayouni, Heather McNairn, Abdolreza Safari:
Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping. IGARSS 2014: 2770-2773 - [c4]Saeid Amini, Saeid Homayouni, Abdolreza Safari:
Semi-supervised classification of hyperspectral image using random forest algorithm. IGARSS 2014: 2866-2869 - [c3]Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai:
An efficient framework for spectral-spatial classification of hyperspectral images in urban areas. IGARSS 2014: 2886-2889 - [c2]Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai, Hossein Torabzadeh:
An improved marker selection method for hyperspectral image segmentation and classification. WHISPERS 2014: 1-4 - 2013
- [j4]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): 769-778 (2013) - [j3]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): 831-839 (2013) - 2012
- [j2]Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni:
Improving the SVDD Approach to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 9(4): 594-598 (2012) - 2011
- [j1]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): 646-650 (2011) - [c1]Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni:
A fast-adaptive support vector method for full-pixel anomaly detection in hyperspectral images. IGARSS 2011: 1763-1766
Coauthor Index
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