Seyd Teymoor Seydi

27 papers C 2Journal 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CrossKAN: A bivariate cross KAN model for hyperspectral change detection. Ecol. Informatics Seyd Teymoor Seydi, Mojtaba Sadegh
2025	J	`jnl`	Assessment of the January 2025 Los Angeles County wildfires: A multi-modal analysis of impact, response, and population exposure. CoRR Seyd Teymoor Seydi
2025	J	`jnl`	Deep Learning-Based Burned Area Mapping Using Bi-Temporal Siamese Networks and AlphaEarth Foundation Datasets. CoRR Seyd Teymoor Seydi
2025	J	`jnl`	Kolmogorov-Arnold Network for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. Seyd Teymoor Seydi, Mojtaba Sadegh, Jocelyn Chanussot
2024	J	`jnl`	A Hyperspectral Change Detection (HCD-Net) Framework Based on Double Stream Convolutional Neural Networks and an Attention Module. Remote. Sens. Seyd Teymoor Seydi, Mahboubeh Boueshagh, Foad Namjoo, Seyed Mohammad Minouei, Zahir Nikraftar, Meisam Amani
2024	J	`jnl`	A novel deep Siamese framework for burned area mapping Leveraging mixture of experts. Eng. Appl. Artif. Intell. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2024	J	`jnl`	Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of Polynomials. CoRR Seyd Teymoor Seydi
2024	J	`jnl`	Land Cover Mapping in a Mangrove Ecosystem Using Hybrid Selective Kernel-Based Convolutional Neural Networks and Multi-Temporal Sentinel-2 Imagery. Remote. Sens. Seyd Teymoor Seydi, Seyed Ali Ahmadi, Arsalan Ghorbanian, Meisam Amani
2024	J	`jnl`	Unveiling the Power of Wavelets: A Wavelet-based Kolmogorov-Arnold Network for Hyperspectral Image Classification. CoRR Seyd Teymoor Seydi
2023	J	`jnl`	BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
2023	J	`jnl`	Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping. Remote. Sens. Seyd Teymoor Seydi, Yousef Kanani-Sadat, Mahdi Hasanlou, Roya Sahraei, Jocelyn Chanussot, Meisam Amani
2023	J	`jnl`	SSViT-HCD: A Spatial-Spectral Convolutional Vision Transformer for Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ayesha Shafique, Seyd Teymoor Seydi, Tayeb Alipourfard, Guo Cao, Di Yang
2023	J	`jnl`	Seismic urban damage map generation based on satellite images and Gabor convolutional neural networks. Int. J. Appl. Earth Obs. Geoinformation Heidar Rastiveis, Seyd Teymoor Seydi, Zhiqiang Chen, Jonathan Li
2022	C	`conf`	A Deep Learning Approach for Automated Building Outlines Extraction in Compact Urban Environments. IGARSS Bahareh Kalantar, Ojogbane Success Sani, Seyd Teymoor Seydi, Alfian Abdul Halin, Shattri Mansor, Naonori Ueda
2022	J	`jnl`	A Dual Attention Convolutional Neural Network for Crop Classification Using Time-Series Sentinel-2 Imagery. Remote. Sens. Seyd Teymoor Seydi, Meisam Amani, Arsalan Ghorbanian
2022	J	`jnl`	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. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2022	J	`jnl`	BDD-Net: An End-to-End Multiscale Residual CNN for Earthquake-Induced Building Damage Detection. Remote. Sens. Seyd Teymoor Seydi, Heidar Rastiveis, Bahareh Kalantar, Alfian Abdul Halin, Naonori Ueda
2022	C	`conf`	Deep Ensemble Learning for Land Cover Classification Based on Hyperspectral Prisma Image. IGARSS Bahareh Kalantar, Seyd Teymoor Seydi, Naonori Ueda, Vahideh Saeidi, Alfian Abdul Halin, Farzin Shabani
2022	J	`jnl`	Fire-Net: A Deep Learning Framework for Active Forest Fire Detection. J. Sensors Seyd Teymoor Seydi, Vahideh Saeidi, Bahareh Kalantar, Naonori Ueda, Alfian Abdul Halin
2022	J	`jnl`	Fusion of the Multisource Datasets for Flood Extent Mapping Based on Ensemble Convolutional Neural Network (CNN) Model. J. Sensors Seyd Teymoor Seydi, Vahideh Saeidi, Bahareh Kalantar, Naonori Ueda, John L. van Genderen, Fattah Hatami Maskouni, Farzad Amini Aria
2022	J	`jnl`	TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning. Remote. Sens. Rezvan Habibollahi, Seyd Teymoor Seydi, Mahdi Hasanlou, Masoud MahdianPari
2022	J	`jnl`	Wetland Hydroperiod Analysis in Alberta Using InSAR Coherence Data. Remote. Sens. Meisam Amani, Brian Brisco, Rebecca Warren, Evan R. DeLancey, Seyd Teymoor Seydi, Valentin Poncos
2021	J	`jnl`	DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot
2021	J	`jnl`	Earthquake Damage Region Detection by Multitemporal Coherence Map Analysis of Radar and Multispectral Imagery. Remote. Sens. Mahdi Hasanlou, Reza Shah-Hosseini, Seyd Teymoor Seydi, Sadra Karimzadeh, Masashi Matsuoka
2021	J	`jnl`	Oil Spill Detection Based on Multiscale Multidimensional Residual CNN for Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani, Weimin Huang
2021	J	`jnl`	Wildfire Damage Assessment over Australia Using Sentinel-2 Imagery and MODIS Land Cover Product within the Google Earth Engine Cloud Platform. Remote. Sens. Seyd Teymoor Seydi, Mehdi Akhoondzadeh, Meisam Amani, Sahel Mahdavi
2020	J	`jnl`	A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets. Remote. Sens. Seyd Teymoor Seydi, Mahdi Hasanlou, Meisam Amani