Mohammed Q. Alkhatib

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Topics

Dimensionality Reduction

Hyperspectral Image Classification

Spectral Imagery

Top Venues

Publications

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 (2024)
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)
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)
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. EUSIPCO (2023)
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)
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)
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 (2023)
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)
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)
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) (2023)
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 (2023)
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
A Comparative Study of Loss Functions for Hyperspectral SISR. EUSIPCO (2022)
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)
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)
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)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Using Band Subset Selection For Dimensionality Reduction In Superpixel Segmentation Of Hyperspectral Imagery. ICIP (2020)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Improved Spatial-Spectral Superpixel Hyperspectral Unmixing. Remote. Sens. 11 (20) (2019)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Effects of Region Size on Superpixel-Based Unmixing. WHISPERS (2019)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Regional vs. Global Superpixel-Based Unmixing of Hyperspectral Imagery. WHISPERS (2018)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Superpixel-Based Hyperspectral Unmixing with Regional Segmentation. IGARSS (2018)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Segmentation-based cNMF for hyperspectral unmixing. IGARSS (2017)
Mohammed Q. Alkhatib, Miguel Velez-Reyes
Understanding spatial-spectral domain interactions in hyperspectral unmixing using exploratory data analysis. WHISPERS (2016)
Mohammed Q. Alkhatib, Sergio D. Cabrera, Thomas E. Gill
Automated detection of dust clouds and sources in NOAA-AVHRR satellite imagery. SSIAI (2012)