Saeid Niazmardi

A Novel Multiple-Kernel Support Vector Regression Algorithm for Estimation of Water Quality Parameters

Mohammad Najafzadeh, Saeid Niazmardi · Natural Resources Research · 2021 · 96 citations

Support Vector Machine, Environmental Monitoring, Engineering +9

An Improved FCM Algorithm Based on the SVDD for Unsupervised Hyperspectral Data Classification

Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2013 · 54 citations

Search Optimization, Engineering, Machine Learning +23

Multiple Kernel Learning for Remote Sensing Image Classification

Saeid Niazmardi, Begüm Demir, Lorenzo Bruzzone et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 48 citations

Multiple Kernel Learning, Image Classification, Machine Vision +15

Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping

Saeid Niazmardi, Saeid Homayouni, Abdolreza Safari et al. · International Journal of Applied Earth Observation and Geoinformation · 2018 · 31 citations

Crop Mapping, Precision Agriculture, Engineering +11

A New Convolutional Kernel Classifier for Hyperspectral Image Classification

Mohsen Ansari, Saeid Homayouni, Abdolreza Safari et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 22 citations · Full text