Mohammed Q. Alkhatib

Faisal Shah Khan

Quantum Mach. Intell., June, 2026

MixerCA: An Efficient and Accurate Model for High-Performance Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, April, 2026

ConvVitMamba: Efficient Multiscale Convolution, Transformer, and Mamba-Based Sequence modelling for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, April, 2026

Cross-Domain HVAC Fault Detection Using Attention-Based Temporal Modeling.

[BibT_eX]

[DOI]

Noura Alzaabi

Proceedings of the IEEE International Conference on Consumer Electronics, 2026

2025

Hyperspectral Image Classification using Spectral-Spatial Mixer Network.

[BibT_eX]

[DOI]

CoRR, November, 2025

DDF2Pol: A Dual-Domain Feature Fusion Network for PolSAR Image Classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2025

MixerSENet: A Lightweight Framework for Efficient Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Swalpa Kumar Roy

IEEE Geosci. Remote. Sens. Lett., 2025

PolSAR image classification using complex-valued multiscale attention vision transformer (CV-MsAtViT).

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2025

SceneMixer: Exploring Convolutional Mixing Networks for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

Swalpa Kumar Roy

Proceedings of the 8th International Conference on Signal Processing and Information Security, 2025

2024

PolSAR Image Classification Using a Hybrid Complex-Valued Network (HybridCVNet).

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification.

[BibT_eX]

[DOI]

CoRR, 2024

A Comparative Analysis of Attention Mechanisms in 3D CNN-Based Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

HSIFormer: An Efficient Vision Transformer Framework for Enhanced Hyperspectral Image Classification Using Local Window Attention.

[BibT_eX]

[DOI]

Proceedings of the 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2024

A Critical Examination of SAR Colorization Impact on Flood Mapping Accuracy.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Tri-CNN: A Three Branch Model for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., January, 2023

A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Mina Al-Saad

Mohammad Sami Zitouni

Hussain Al-Ahmad

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Robust Change Detection Methodology for Flood Events Using SAR Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data.

[BibT_eX]

[DOI]

Mina Al-Saad

Mohammad Sami Zitouni

Hussain Al-Ahmad

Proceedings of the International Conference on Information Technology, 2023

Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Comparative Study of Loss Functions for Hyperspectral SISR.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021

2020

Using Band Subset Selection For Dimensionality Reduction In Superpixel Segmentation Of Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Improved Spatial-Spectral Superpixel Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Effects of Region Size on Superpixel-Based Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

2018

Regional vs. Global Superpixel-Based Unmixing of Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Superpixel-Based Hyperspectral Unmixing with Regional Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Segmentation-based cNMF for hyperspectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Understanding spatial-spectral domain interactions in hyperspectral unmixing using exploratory data analysis.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2012

Automated detection of dust clouds and sources in NOAA-AVHRR satellite imagery.

[BibT_eX]

[DOI]