A SVMS-based hyperspectral data classification algorithm in a similarity space. - Reza Shah-Hosseini; Saeid Homayouni (WHISPERS, 2009)

A Hybrid Kernel-Based Change Detection Method for Remotely Sensed Data in a Similarity Space. - Reza Shah-Hosseini; Saeid Homayouni; Abdolreza Safari (Remote. Sens., 2015)

A Deep Learning Method for Near-Real-Time Cloud and Cloud Shadow Segmentation from Gaofen-1 Images. - Mehdi Khoshboresh-Masouleh; Reza Shah-Hosseini (Comput. Intell. Neurosci., 2020)

Deep few-shot learning for bi-temporal building change detection. - Mehdi Khoshboresh-Masouleh; Reza Shah-Hosseini (CoRR, 2021)

Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery. - Mahdi Hasanlou; Reza Shah-Hosseini; Seyd Teymoor Seydi; Sadra Karimzadeh; Masashi Matsuoka (Remote. Sens., 2021)

Automatic coastline extraction through enhanced sea-land segmentation by modifying Standard U-Net. - Mohammad Aghdami-Nia; Reza Shah-Hosseini; Amirhossein Rostami; Saeid Homayouni (Int. J. Appl. Earth Obs. Geoinformation, 2022)

SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning. - Mehdi Khoshboresh-Masouleh; Reza Shah-Hosseini (CoRR, 2022)

Real-time multiple target segmentation with multimodal few-shot learning. - Mehdi Khoshboresh-Masouleh; Reza Shah-Hosseini (Frontiers Comput. Sci., 2022)

Active Fire Detection from Landsat-8 Imagery Using Deep Multiple Kernel Learning. - Amirhossein Rostami; Reza Shah-Hosseini; Shabnam Asgari; Arastou Zarei; Mohammad Aghdami-Nia; Saeid Homayouni (Remote. Sens., 2022)

Optimum Feature and Classifier Selection for Accurate Urban Land Use/Cover Mapping from Very High Resolution Satellite Imagery. - Mojtaba Saboori; Saeid Homayouni; Reza Shah-Hosseini; Ying Zhang (Remote. Sens., 2022)

An Automated and Improved Methodology to Retrieve Long-time Series of Evapotranspiration Based on Remote Sensing and Reanalysis Data. - Mojtaba Saboori; Yousef Mousivand; Jordi Cristóbal; Reza Shah-Hosseini; Ali Mokhtari (Remote. Sens., 2022)

An Unsupervised Saliency-Guided Deep Convolutional Neural Network for Accurate Burn Mapping from Sentinel-1 SAR Data. - Ali Radman; Reza Shah-Hosseini; Saeid Homayouni (Remote. Sens., 2023)

3D-ResNet-BiLSTM Model: A Deep Learning Model for County-Level Soybean Yield Prediction with Time-Series Sentinel-1, Sentinel-2 Imagery, and Daymet Data. - Mahdiyeh Fathi; Reza Shah-Hosseini; Armin Moghimi (Remote. Sens., 2023)

Noise-robust multimodal remote sensing image matching via geometric analysis of embedded pre-trained manifolds. - Negar Jovhari; Amin Sedaghat; Reza Shah-Hosseini; Nazila Mohammadi; Mahdi Hasanlou (Neurocomputing, 2025)

Applications of deep learning in Alzheimer's disease: a systematic literature review of current trends, methodologies, challenges, innovations, and future directions. - Shiva Toumaj; Arash Heidari; Reza Shah-Hosseini; Nima Jafari Navimipour (Artif. Intell. Rev., 2025)