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ORCIDMohammed Q. Alkhatib
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Journal Articles
- 2024
[j4]Mohammed Q. Alkhatib
:
PolSAR Image Classification Using a Hybrid Complex-Valued Network (HybridCVNet). IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- 2023
- [j3]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Jaime Zabalza, Stephen Marshall, Hussain Al-Ahmad:
Tri-CNN: A Three Branch Model for Hyperspectral Image Classification. Remote. Sens. 15(2): 316 (2023) - [j2]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2275-2300 (2023) - 2019
- [j1]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Improved Spatial-Spectral Superpixel Hyperspectral Unmixing. Remote. Sens. 11(20): 2374 (2019)
Conference and Workshop Papers
- 2024
- [c20]Nour Aburaed, Mina Al-Saad, Marouane Tliba, Aladine Chetouani, Mohammed Q. Alkhatib, M. Sami Zitouni, Saeed Al-Mansoori, Hussain Al-Ahmad:
Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization. EUSIPCO 2024: 2222-2226 - [c19]Nour Aburaed, Mina Al-Saad, M. Sami Zitouni, Mohammed Q. Alkhatib, Saeed Al-Mansoori, Hussain Al-Ahmad:
A Critical Examination of SAR Colorization Impact on Flood Mapping Accuracy. IGARSS 2024: 8504-8508 - 2023
- [c18]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. EUSIPCO 2023: 456-460 - [c17]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN. ICIP 2023: 2115-2119 - [c16]Mina Al-Saad, Nour Aburaed, Mohammed Q. Alkhatib, Mohammad Sami Zitouni, Hussain Al-Ahmad:
An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data. ICIT 2023: 411-415 - [c15]Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Mohammed Q. Alkhatib, Saeed Al-Mansoori, Hussain Al-Ahmad:
A Robust Change Detection Methodology for Flood Events Using SAR Images. IGARSS 2023: 341-344 - [c14]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme. IGARSS 2023: 5057-5056 - [c13]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Hussain Al-Ahmad:
PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network. IGARSS 2023: 8034-8037 - [c12]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Hussain Al-Ahmad:
Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - 2022
- [c11]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
A Comparative Study of Loss Functions for Hyperspectral SISR. EUSIPCO 2022: 484-487 - [c10]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Hussain Al-Ahmad:
Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification. ICIP 2022: 3151-3155 - [c9]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture. IGARSS 2022: 1516-1519 - 2021
- [c8]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images. ICSPIS 2021: 9-12 - 2020
- [c7]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Using Band Subset Selection For Dimensionality Reduction In Superpixel Segmentation Of Hyperspectral Imagery. ICIP 2020: 26-30 - 2019
- [c6]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Effects of Region Size on Superpixel-Based Unmixing. WHISPERS 2019: 1-5 - 2018
- [c5]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Superpixel-Based Hyperspectral Unmixing with Regional Segmentation. IGARSS 2018: 6384-6387 - [c4]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Regional vs. Global Superpixel-Based Unmixing of Hyperspectral Imagery. WHISPERS 2018: 1-5 - 2017
- [c3]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Segmentation-based cNMF for hyperspectral unmixing. IGARSS 2017: 632-635 - 2016
- [c2]Mohammed Q. Alkhatib, Miguel Velez-Reyes:
Understanding spatial-spectral domain interactions in hyperspectral unmixing using exploratory data analysis. WHISPERS 2016: 1-4 - 2012
- [c1]Mohammed Q. Alkhatib, Sergio D. Cabrera, Thomas E. Gill:
Automated detection of dust clouds and sources in NOAA-AVHRR satellite imagery. SSIAI 2012: 97-100
Informal and Other Publications
- 2024
- [i2]Mohammed Q. Alkhatib, M. Sami Zitouni, Mina Al-Saad, Nour Aburaed, Hussain Al-Ahmad:
SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification. CoRR abs/2402.17672 (2024) - 2023
- [i1]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Hussain Al-Ahmad:
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. CoRR abs/2311.01624 (2023)
Coauthor Index
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