Mohammed Q. Alkhatib

According to our database, Mohammed Q. Alkhatib authored at least 25 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Mohammed Q. Alkhatib

IEEE Geosci. Remote. Sens. Lett., 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

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

Proceedings of the IGARSS 2024, 2024

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

Proceedings of the 32nd European Signal Processing Conference, 2024

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., January, 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

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

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.

Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, 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.

Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Mohammed Q. Alkhatib, Saeed Al-Mansoori, Hussain Al-Ahmad

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.

Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the International Conference on Information Technology, 2023

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

Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad

Proceedings of the IEEE International Conference on Image Processing, 2023

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

Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad

Proceedings of the 31st European Signal Processing Conference, 2023

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

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

Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification.

Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Hussain Al-Ahmad

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

A Comparative Study of Loss Functions for Hyperspectral SISR.

Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad

Proceedings of the 30th European Signal Processing Conference, 2022

2021

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

Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad

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.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Improved Spatial-Spectral Superpixel Hyperspectral Unmixing.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

Remote. Sens., 2019

Effects of Region Size on Superpixel-Based Unmixing.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

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.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

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

Superpixel-Based Hyperspectral Unmixing with Regional Segmentation.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

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

2017

Segmentation-based cNMF for hyperspectral unmixing.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

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.

Mohammed Q. Alkhatib, Miguel Velez-Reyes

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.

Mohammed Q. Alkhatib, Sergio D. Cabrera, Thomas E. Gill

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012