Automated detection of dust clouds and sources in NOAA-AVHRR satellite imagery. - Mohammed Q. Alkhatib; Sergio D. Cabrera; Thomas E. Gill (SSIAI, 2012)

Understanding spatial-spectral domain interactions in hyperspectral unmixing using exploratory data analysis. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (WHISPERS, 2016)

Segmentation-based cNMF for hyperspectral unmixing. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (IGARSS, 2017)

Superpixel-Based Hyperspectral Unmixing with Regional Segmentation. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (IGARSS, 2018)

Regional vs. Global Superpixel-Based Unmixing of Hyperspectral Imagery. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (WHISPERS, 2018)

Effects of Region Size on Superpixel-Based Unmixing. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (WHISPERS, 2019)

Improved Spatial-Spectral Superpixel Hyperspectral Unmixing. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (Remote. Sens., 2019)

Using Band Subset Selection For Dimensionality Reduction In Superpixel Segmentation Of Hyperspectral Imagery. - Mohammed Q. Alkhatib; Miguel Velez-Reyes (ICIP, 2020)

3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (ICSPIS, 2021)

A Comparative Study of Loss Functions for Hyperspectral SISR. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (EUSIPCO, 2022)

Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; Saeed Al-Mansoori; Hussain Al-Ahmad (ICIP, 2022)

SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (IGARSS, 2022)

Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (EUSIPCO, 2023)

Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (ICIP, 2023)

An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data. - Mina Al-Saad; Nour Aburaed; Mohammed Q. Alkhatib; Mohammad Sami Zitouni; Hussain Al-Ahmad (ICIT, 2023)

Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (IGARSS, 2023)

A Robust Change Detection Methodology for Flood Events Using SAR Images. - Mina Al-Saad; Nour Aburaed; M. Sami Zitouni; Mohammed Q. Alkhatib; Saeed Al-Mansoori; Hussain Al-Ahmad (IGARSS, 2023)

PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; Mohammad Sami Zitouni; Hussain Al-Ahmad (IGARSS, 2023)

Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; M. Sami Zitouni; Hussain Al-Ahmad (WHISPERS, 2023)

A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Tri-CNN: A Three Branch Model for Hyperspectral Image Classification. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; Saeed Al-Mansoori; Jaime Zabalza; Stephen Marshall; Hussain Al-Ahmad (Remote. Sens., 2023)

Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization. - Nour Aburaed; Mina Al-Saad; Marouane Tliba; Aladine Chetouani; Mohammed Q. Alkhatib; M. Sami Zitouni; Saeed Al-Mansoori; Hussain Al-Ahmad (EUSIPCO, 2024)

A Critical Examination of SAR Colorization Impact on Flood Mapping Accuracy. - Nour Aburaed; Mina Al-Saad; M. Sami Zitouni; Mohammed Q. Alkhatib; Saeed Al-Mansoori; Hussain Al-Ahmad (IGARSS, 2024)

HSIFormer: An Efficient Vision Transformer Framework for Enhanced Hyperspectral Image Classification Using Local Window Attention. - Mohammed Q. Alkhatib; Ali Jamali (WHISPERS, 2024)

A Comparative Analysis of Attention Mechanisms in 3D CNN-Based Hyperspectral Image Super-Resolution. - M. Sami Zitouni; Mohammed Q. Alkhatib; Nour Aburaed; Hussain Al-Ahmad (WHISPERS, 2024)

SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification. - Mohammed Q. Alkhatib; M. Sami Zitouni; Mina Al-Saad; Nour Aburaed; Hussain Al-Ahmad (CoRR, 2024)

PolSAR Image Classification Using a Hybrid Complex-Valued Network (HybridCVNet). - Mohammed Q. Alkhatib (IEEE Geosci. Remote. Sens. Lett., 2024)

PolSAR image classification using complex-valued multiscale attention vision transformer (CV-MsAtViT). - Mohammed Q. Alkhatib (Int. J. Appl. Earth Obs. Geoinformation, 2025)

DDF2Pol: A Dual-Domain Feature Fusion Network for PolSAR Image Classification. - Mohammed Q. Alkhatib (Pattern Recognit. Lett., 2025)