Seyd Teymoor Seydi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Change Detection

Convolutional Neural Networks

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Seyd Teymoor Seydi
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials. CoRR (2024)
Seyd Teymoor Seydi, Mahboubeh Boueshagh, Foad Namjoo, Seyed Mohammad Minouei, Zahir Nikraftar, Meisam Amani
A Hyperspectral Change Detection (HCD-Net) Framework Based on Double Stream Convolutional Neural Networks and an Attention Module. Remote. Sens. 16 (5) (2024)
Seyd Teymoor Seydi, Seyed Ali Ahmadi, Arsalan Ghorbanian, Meisam Amani
Land Cover Mapping in a Mangrove Ecosystem Using Hybrid Selective Kernel-Based Convolutional Neural Networks and Multi-Temporal Sentinel-2 Imagery. Remote. Sens. 16 (15) (2024)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. Eng. Appl. Artif. Intell. 133 (2024)
Seyd Teymoor Seydi
Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification. CoRR (2024)
Ayesha Shafique, Seyd Teymoor Seydi, Tayeb Alipourfard, Guo Cao, Di Yang
SSViT-HCD: A Spatial-Spectral Convolutional Vision Transformer for Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Seyd Teymoor Seydi, Yousef Kanani-Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani
Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. Remote. Sens. 15 (1) (2023)
Heidar Rastiveis, Seyd Teymoor Seydi, Zhiqiang Chen, Jonathan Li
Seismic urban damage map generation based on satellite images and Gabor convolutional neural networks. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Bahareh Kalantar, Ojogbane Success Sani, Seyd Teymoor Seydi, Alfian Abdul Halin, Shattri Mansor, Naonori Ueda
A Deep Learning Approach for Automated Building Outlines Extraction in Compact Urban Environments. IGARSS (2022)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Seyd Teymoor Seydi, Vahideh Saeidi, Bahareh Kalantar, Naonori Ueda, Alfian Abdul Halin
Fire-Net: A Deep Learning Framework for Active Forest Fire Detection. J. Sensors 2022 (2022)
Meisam Amani, Brian Brisco, Rebecca Warren, Evan R. DeLancey, Seyd Teymoor Seydi, Valentin Poncos
Wetland Hydroperiod Analysis in Alberta Using InSAR Coherence Data. Remote. Sens. 14 (14) (2022)
Seyd Teymoor Seydi, Vahideh Saeidi, Bahareh Kalantar, Naonori Ueda, J. L. van Genderen, Fattah Hatami Maskouni, Farzad Amini Aria
Fusion of the Multisource Datasets for Flood Extent Mapping Based on Ensemble Convolutional Neural Network (CNN) Model. J. Sensors 2022 (2022)
Seyd Teymoor Seydi, Heidar Rastiveis, Bahareh Kalantar, Alfian Abdul Halin, Naonori Ueda
BDD-Net: An End-to-End Multiscale Residual CNN for Earthquake-Induced Building Damage Detection. Remote. Sens. 14 (9) (2022)
Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud MahdianPari
TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. Remote. Sens. 14 (3) (2022)
Seyd Teymoor Seydi, Meisam Amani, Arsalan Ghorbanian
A Dual Attention Convolutional Neural Network for Crop Classification Using Time-Series Sentinel-2 Imagery. Remote. Sens. 14 (3) (2022)
Bahareh Kalantar, Seyd Teymoor Seydi, Naonori Ueda, Vahideh Saeidi, Alfian Abdul Halin, Farzin Shabani
Deep Ensemble Learning for Land Cover Classification Based on Hyperspectral Prisma Image. IGARSS (2022)
Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani, Weimin Huang
Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mahdi Hasanlou, Reza Shah-Hosseini, Seyd Teymoor Seydi, Sadra Karimzadeh, Masashi Matsuoka
Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery. Remote. Sens. 13 (6) (2021)
Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images. Remote. Sens. 13 (24) (2021)
Seyd Teymoor Seydi, Mehdi Akhoondzadeh, Meisam Amani, Sahel Mahdavi
Wildfire Damage Assessment over Australia Using Sentinel-2 Imagery and MODIS Land Cover Product within the Google Earth Engine Cloud Platform. Remote. Sens. 13 (2) (2021)
Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani
A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets. Remote. Sens. 12 (12) (2020)