An Improved FCM Algorithm Based on the SVDD for Unsupervised Hyperspectral Data Classification. - Saeid Niazmardi; Saeid Homayouni; Abdolreza Safari (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A comparative study on Multiple Kernel Learning for remote sensing image classification. - Saeid Niazmardi; Begüm Demir; Lorenzo Bruzzone; Abdolreza Safari; Saeid Homayouni (IGARSS, 2016)

Similarity-Based Multiple Kernel Learning Algorithms for Classification of Remotely Sensed Images. - Saeid Niazmardi; Abdolreza Safari; Saeid Homayouni (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A Novel Multiple Kernel Learning Framework for Multiple Feature Classification. - Saeid Niazmardi; Abdolreza Safari; Saeid Homayouni (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Histogram-based spatio-temporal feature classification of vegetation indices time-series for crop mapping. - Saeid Niazmardi; Saeid Homayouni; Abdolreza Safari; Heather McNairn; Jiali Shang; Keith Beckett (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Multiple Kernel Learning for Remote Sensing Image Classification. - Saeid Niazmardi; Begüm Demir; Lorenzo Bruzzone; Abdolreza Safari; Saeid Homayouni (IEEE Trans. Geosci. Remote. Sens., 2018)

A New Convolutional Kernel Classifier for Hyperspectral Image Classification. - Mohsen Ansari; Saeid Homayouni; Abdolreza Safari; Saeid Niazmardi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery. - Mohsen Ansari; Weimin Huang 001; Saeid Homayouni; Saeid Niazmardi; Abdolreza Safari (IGARSS, 2022)

Segment-based fusion of multi-sensor multi-scale satellite soil moisture retrievals. - Reza Attarzadeh; Hossein Bagheri; Iman Khosravi; Saeid Niazmardi; Davood Akbarid (CoRR, 2022)