Abdolreza Safari

33 papers C 8Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A novel explainable stacking ensemble model for estimating design floods: A data-driven approach for ungauged regions. Adv. Eng. Informatics Yousef Kanani-Sadat, Abdolreza Safari, Mohsen Nasseri, Saeid Homayouni
2024	J	`jnl`	Deep learning based crop-type mapping using SAR and optical data fusion. Int. J. Appl. Earth Obs. Geoinformation Masoumeh Hamidi, Saeid Homayouni, Abdolreza Safari, Hadiseh Hasani
2023	J	`jnl`	Determining the time response in GNSS tomographic modeling of troposphere. Earth Sci. Informatics Elaheh Sadeghi, Masoud Mashhadi Hossainali, Abdolreza Safari
2022	C	`conf`	Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery. IGARSS Mohsen Ansari, Weimin Huang, Saeid Homayouni, Saeid Niazmardi, Abdolreza Safari
2021	J	`jnl`	A New Convolutional Kernel Classifier for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohsen Ansari, Saeid Homayouni, Abdolreza Safari, Saeid Niazmardi
2021	C	`conf`	Ensemble Learning for Crop Monitoring from Multitemporal Optical and Synthetic Aperture Radar Earth Observations. IGARSS Hazhir Bahrami, Saeid Homayouni, Masoud MahdianPari, Abdolreza Safari
2021	J	`jnl`	Multi-GNSS (GPS/Galileo) single-frequency precise point positioning: a case study over Victoria. Earth Sci. Informatics Fereydoun Nobakht-Ersi, Abdolreza Safari
2020	J	`jnl`	A GA-Based Multi-View, Multi-Learner Active Learning Framework for Hyperspectral Image Classification. Remote. Sens. Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
2020	J	`jnl`	Multiview Active Learning Optimization Based on Genetic Algorithm and Gaussian Mixture Models for Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
2019	—	`conf`	Adaptive Self-Learned Active Learning Framework for Hyperspectral Classification. WHISPERS Nasehe Jamshidpour, Enayat Hosseini Aria, Abdolreza Safari, Saeid Homayouni
2019	J	`jnl`	Hybrid SAR Speckle Reduction Using Complex Wavelet Shrinkage and Non-Local PCA-Based Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ramin Farhadiani, Saeid Homayouni, Abdolreza Safari
2018	C	`conf`	Classifying Multi-Channel Polsar Images Base on Polarization Signature. IGARSS Ramin Saadi, Mahdi Hasanlou, Abdolreza Safari
2018	J	`jnl`	Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping. Int. J. Appl. Earth Obs. Geoinformation Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari, Heather McNairn, Jiali Shang, Keith Beckett
2018	J	`jnl`	Multiple Kernel Learning for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni
2018	J	`jnl`	Object-based classification of hyperspectral data using Random Forest algorithm. Geo spatial Inf. Sci. Saeid Amini, Saeid Homayouni, Abdolreza Safari, Ali Asghar Darvishsefat
2018	J	`jnl`	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. Hamid Ghanbari, Saeid Homayouni, Pedram Ghamisi, Abdolreza Safari
2017	J	`jnl`	A Novel Multiple Kernel Learning Framework for Multiple Feature Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Saeid Niazmardi, Abdolreza Safari, Saeid Homayouni
2017	J	`jnl`	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 Haifa Tamiminia, Saeid Homayouni, Heather McNairn, Abdolreza Safari
2017	J	`jnl`	Similarity-Based Multiple Kernel Learning Algorithms for Classification of Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Saeid Niazmardi, Abdolreza Safari, Saeid Homayouni
2017	J	`jnl`	Spectral-Spatial Semisupervised Hyperspectral Classification Using Adaptive Neighborhood. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
2016	C	`conf`	A comparative study on Multiple Kernel Learning for remote sensing image classification. IGARSS Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone, Abdolreza Safari, Saeid Homayouni
2016	J	`jnl`	Fusion Methods for Land Surface Emissivity and Temperature Retrieval of the Landsat Data Continuity Mission Data. IEEE Trans. Geosci. Remote. Sens. Hassan Emami, Abdolreza Safari, Barat Mojaradi
2016	—	`conf`	Graph-based semi-supervised hyperspectral image classification using spatial information. WHISPERS Nasehe Jamshidpour, Saeid Homayouni, Abdolreza Safari
2015	J	`jnl`	A Hybrid Kernel-Based Change Detection Method for Remotely Sensed Data in a Similarity Space. Remote. Sens. Reza Shah-Hosseini, Saeid Homayouni, Abdolreza Safari
2014	C	`conf`	An efficient framework for spectral-spatial classification of hyperspectral images in urban areas. IGARSS Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai
2014	—	`conf`	An improved marker selection method for hyperspectral image segmentation and classification. WHISPERS Davood Akbari, Saeid Homayouni, Abdolreza Safari, Safa Khazai, Hossein Torabzadeh
2014	C	`conf`	Multi-temporal full polarimetry L-band SAR data classification for agriculture land cover mapping. IGARSS Bahareh Yekkehkhany, Saeid Homayouni, Heather McNairn, Abdolreza Safari
2014	C	`conf`	Semi-supervised classification of hyperspectral image using random forest algorithm. IGARSS Saeid Amini, Saeid Homayouni, Abdolreza Safari
2013	J	`jnl`	An Approach for Subpixel Anomaly Detection in Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni
2013	J	`jnl`	An Improved FCM Algorithm Based on the SVDD for Unsupervised Hyperspectral Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari
2012	J	`jnl`	Improving the SVDD Approach to Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni
2011	C	`conf`	A fast-adaptive support vector method for full-pixel anomaly detection in hyperspectral images. IGARSS Safa Khazai, Abdolreza Safari, Barat Mojaradi, Saeid Homayouni
2011	J	`jnl`	Anomaly Detection in Hyperspectral Images Based on an Adaptive Support Vector Method. IEEE Geosci. Remote. Sens. Lett. Safa Khazai, Saeid Homayouni, Abdolreza Safari, Barat Mojaradi