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ORCIDSeyd Teymoor Seydi
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2020 – today
- 2024
[j19]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: 108280 (2024)- [j18]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): 827 (2024) - [j17]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): 2849 (2024) - [i2]Seyd Teymoor Seydi:
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials. CoRR abs/2406.02583 (2024) - [i1]Seyd Teymoor Seydi:
Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification. CoRR abs/2406.07869 (2024) - 2023
- [j16]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: 103450 (2023) - [j15]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): 192 (2023) - [j14]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: 4232-4247 (2023) - [j13]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: 6487-6504 (2023) - 2022
- [j12]Seyd Teymoor Seydi, Vahideh Saeidi, Bahareh Kalantar, Naonori Ueda, John 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: 1-20 (2022) - [j11]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: 1-14 (2022) - [j10]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): 438 (2022) - [j9]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): 498 (2022) - [j8]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): 2214 (2022) - [j7]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): 3469 (2022) - [j6]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: 4194-4216 (2022) - [c2]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: 3612-3615 - [c1]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: 7491-7494 - 2021
- [j5]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): 220 (2021) - [j4]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): 1195 (2021) - [j3]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): 5138 (2021) - [j2]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: 10941-10952 (2021) - 2020
- [j1]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): 2010 (2020)
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