A Novel Active Contours Model for Environmental Change Detection from Multitemporal Synthetic Aperture Radar Images

by Salman Ahmadi, Saeid Homayouni
Published 2020-05-01

An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery

by Benyamin Hosseiny, Heidar Rastiveis, Saeid Homayouni
Published 2020-10-01

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

by Nasehe Jamshidpour, Abdolreza Safari, Saeid Homayouni
Published 2020-01-01

Integration of remotely sensed spatial and spectral information for change detection using FAHP

by Vahid Eisavi, Saeid Homayouni, Jalal Karami
Published 2016-07-01

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

by Reza Shah-Hosseini, Saeid Homayouni, Abdolreza Safari
Published 2015-09-01

Range Camera Self-Calibration Based on Integrated Bundle Adjustment via Joint Setup with a 2D Digital Camera

by Mehran Sattari, Mohammad Saadatseresht, Mozhdeh Shahbazi, Saeid Homayouni
Published 2011-09-01

Gaussian mixture model and Markov random fields for hyperspectral image classification

by Hamid Ghanbari, Saeid Homayouni, Abdolreza Safari, Pedram Ghamisi
Published 2018-01-01

A Meta-Analysis of Convolutional Neural Networks for Remote Sensing Applications

by Hamid Ghanbari, Masoud Mahdianpari, Saeid Homayouni, Fariba Mohammadimanesh
Published 2021-01-01

An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE)

by Maryam Rahimzad, Saeid Homayouni, Amin Alizadeh Naeini, Saeed Nadi
Published 2021-06-01

Object-based classification of hyperspectral data using Random Forest algorithm

by Saeid Amini, Saeid Homayouni, Abdolreza Safari, Ali A. Darvishsefat
Published 2018-04-01

Impact of linear dimensionality reduction methods on the performance of anomaly detection algorithms in hyperspectral images

by Mohsen Zare-Baghbidi, Saeid Homayouni, Kamal Jamshidi, A. R. Naghsh-Nilchi
Published 2015-01-01

Meta-Analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-Environmental Monitoring Using Machine Learning and Statistical Models

by Roghieh Eskandari, Masoud Mahdianpari, Fariba Mohammadimanesh, Bahram Salehi, Brian Brisco, Saeid Homayouni
Published 2020-10-01

Using pixel-based and object-based methods to classify urban hyperspectral features

by Ahmad Hadavand, Mehdi Mokhtarzadeh, Mohammad Javad Valadan Zoej, Saeid Homayouni, Mohammad Saadatseresht
Published 2016-09-01

Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review

by Mohammadreza Sheykhmousa, Masoud Mahdianpari, Hamid Ghanbari, Fariba Mohammadimanesh, Pedram Ghamisi, Saeid Homayouni
Published 2020-01-01

Deep Learning-Based Estimation of Crop Biophysical Parameters Using Multi-Source and Multi-Temporal Remote Sensing Observations

by Hazhir Bahrami, Saeid Homayouni, Abdolreza Safari, Sayeh Mirzaei, Masoud Mahdianpari, Omid Reisi-Gahrouei
Published 2021-07-01

Integration of synthetic aperture radar and optical satellite data for corn biomass estimation

by Mehdi Hosseini, Heather McNairn, Scott Mitchell, Laura Dingle Robertson, Andrew Davidson, Saeid Homayouni
Published 2020-01-01

Flood Risk Assessment under Climate Change: The Petite Nation River Watershed

by Khalid Oubennaceur, Karem Chokmani, Yves Gauthier, Claudie Ratte-Fortin, Saeid Homayouni, Jean-Patrick Toussaint
Published 2021-08-01

Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM)

by Masoud Mahdianpari, Fariba Mohammadimanesh, Heather McNairn, Andrew Davidson, Mohammad Rezaee, Bahram Salehi, Saeid Homayouni
Published 2019-07-01

The Third Generation of Pan-Canadian Wetland Map at 10 m Resolution Using Multisource Earth Observation Data on Cloud Computing Platform

by Masoud Mahdianpari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi, Saeid Homayouni, Laura Bourgeau-Chavez
Published 2021-01-01

A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models

by Ayub Mohammadi, Sadra Karimzadeh, Shazad Jamal Jalal, Khalil Valizadeh Kamran, Himan Shahabi, Saeid Homayouni, Nadhir Al-Ansari
Published 2020-12-01