A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets. - Seyd Teymoor Seydi; Mahdi Hasanlou; Meisam Amani (Remote. Sens., 2020)

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)

Wildfire Damage Assessment over Australia Using Sentinel-2 Imagery and MODIS Land Cover Product within the Google Earth Engine Cloud Platform. - Seyd Teymoor Seydi; Mehdi Akhoondzadeh; Meisam Amani; Sahel Mahdavi (Remote. Sens., 2021)

DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images. - Seyd Teymoor Seydi; Mahdi Hasanlou; Jocelyn Chanussot (Remote. Sens., 2021)

Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery. - Seyd Teymoor Seydi; Mahdi Hasanlou; Meisam Amani; Weimin Huang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Deep Learning Approach for Automated Building Outlines Extraction in Compact Urban Environments. - Bahareh Kalantar; Ojogbane Success Sani; Seyd Teymoor Seydi; Alfian Abdul Halin; Shattri Mansor; Naonori Ueda (IGARSS, 2022)

Deep Ensemble Learning for Land Cover Classification Based on Hyperspectral Prisma Image. - Bahareh Kalantar; Seyd Teymoor Seydi; Naonori Ueda; Vahideh Saeidi; Alfian Abdul Halin; Farzin Shabani (IGARSS, 2022)

Fusion of the Multisource Datasets for Flood Extent Mapping Based on Ensemble Convolutional Neural Network (CNN) Model. - Seyd Teymoor Seydi; Vahideh Saeidi; Bahareh Kalantar; Naonori Ueda; John L. van Genderen; Fattah Hatami Maskouni; Farzad Amini Aria (J. Sensors, 2022)

Fire-Net: A Deep Learning Framework for Active Forest Fire Detection. - Seyd Teymoor Seydi; Vahideh Saeidi; Bahareh Kalantar; Naonori Ueda; Alfian Abdul Halin (J. Sensors, 2022)

Wetland Hydroperiod Analysis in Alberta Using InSAR Coherence Data. - Meisam Amani; Brian Brisco; Rebecca Warren; Evan R. DeLancey; Seyd Teymoor Seydi; Valentin Poncos (Remote. Sens., 2022)

TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. - Rezvan Habibollahi; Seyd Teymoor Seydi; Mahdi Hasanlou; Masoud MahdianPari (Remote. Sens., 2022)

A Dual Attention Convolutional Neural Network for Crop Classification Using Time-Series Sentinel-2 Imagery. - Seyd Teymoor Seydi; Meisam Amani; Arsalan Ghorbanian (Remote. Sens., 2022)

BDD-Net: An End-to-End Multiscale Residual CNN for Earthquake-Induced Building Damage Detection. - Seyd Teymoor Seydi; Heidar Rastiveis; Bahareh Kalantar; Alfian Abdul Halin; Naonori Ueda (Remote. Sens., 2022)

A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas. - Seyd Teymoor Seydi; Mahdi Hasanlou; Jocelyn Chanussot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. - Seyd Teymoor Seydi; Mahdi Hasanlou; Jocelyn Chanussot; Pedram Ghamisi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

SSViT-HCD: A Spatial-Spectral Convolutional Vision Transformer for Hyperspectral Change Detection. - Ayesha Shafique; Seyd Teymoor Seydi; Tayeb Alipourfard; Guo Cao; Di Yang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. - Seyd Teymoor Seydi; Yousef Kanani-Sadat; Mahdi Hasanlou; Roya Sahraei; Jocelyn Chanussot; Meisam Amani (Remote. Sens., 2023)

Seismic urban damage map generation based on satellite images and Gabor convolutional neural networks. - Heidar Rastiveis; Seyd Teymoor Seydi; Zhiqiang Chen; Jonathan Li 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials. - Seyd Teymoor Seydi (CoRR, 2024)

Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification. - Seyd Teymoor Seydi (CoRR, 2024)

A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. - Seyd Teymoor Seydi; Mahdi Hasanlou; Jocelyn Chanussot (Eng. Appl. Artif. Intell., 2024)

A Hyperspectral Change Detection (HCD-Net) Framework Based on Double Stream Convolutional Neural Networks and an Attention Module. - Seyd Teymoor Seydi; Mahboubeh Boueshagh; Foad Namjoo; Seyed Mohammad Minouei; Zahir Nikraftar; Meisam Amani (Remote. Sens., 2024)

Land Cover Mapping in a Mangrove Ecosystem Using Hybrid Selective Kernel-Based Convolutional Neural Networks and Multi-Temporal Sentinel-2 Imagery. - Seyd Teymoor Seydi; Seyed Ali Ahmadi; Arsalan Ghorbanian; Meisam Amani (Remote. Sens., 2024)

Kolmogorov-Arnold Network for Hyperspectral Change Detection. - Seyd Teymoor Seydi; Mojtaba Sadegh; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2025)

Assessment of the January 2025 Los Angeles County wildfires: A multi-modal analysis of impact, response, and population exposure. - Seyd Teymoor Seydi (CoRR, 2025)