Publications for 2023
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification
Mohammed Alkhatib, Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Hussain Al Ahmad
A Robust Change Detection Methodology for Flood Events Using SAR Images
Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Mohammed Alkhatib, Saeed Almansoori, Hussain Al Ahmad
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
Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region
Diena Walid Al Dogom, Basma Samour, Meera Al Shamsi, Saeed Almansoori, Nour Aburaed, Mohammad Zitouni
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme
Nour Aburaed, Mohammed Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al Ahmad
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution
Nour Aburaed, Mohammed Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al Ahmad
Semantic Segmentation of Remote Sensing Imagery Using an Enhanced Encoder-Decoder Architecture
Nour Aburaed, Mina Al-Saad, Mohammed Alkhatib, Mohammad Zitouni, Saeed Almansoori, and Hussain Al-Ahmad
Operational Neural Networks for Efficient Hyperspectral Single-Image Super-Resolution
Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamac, Nour Aburaed
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
Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al Ahmad
Enhanced YOLOv7 Model for Accurate Vehicle Detection from UAV Imagery
Sangeeth Mathew John, Fathima Abdul Kareem, Sachin Gee Paul, Abdul Gafur M, Saeed Al Mansoori, Alavikunhu Panthakkan
Enhancing Khalifa Satellite Imagery Resolution with AI-Powered Super Resolution Generative Adversarial Networks (SRGAN)
Murshid P Abdul Rasheed, Rahul Rajeev, Nisha Shamsudin, Rosna P Haroon, Saeed Al Mansoori, Alavikunhu Panthakkan
Flight Software Design and Implementation for a CubeSat
Mohammed Eshaq, Ibrahim Al-Midfa, Zakareyya Al-Shamsi, Shadi Atalla, Saeed Al-Mansoori, Hussain Al-Ahmad
A Low Cost, Efficient Electrical Power System Design for CubeSat
Shaymaa Abushawish, Aleena Lifiya, Hamd Khan, Mohammed Eshaq, Rida Gadhafi, Amjad Gawanmeh, Husameldin Mukhtar, Wathiq Mansoor
Design and Implementation of a Flight Software for a Modular Satellite
Mohammed Eshaq; Ibrahim Al-Midfa; Eisa Al-Shamsi; Zakareyya Al-Shamsi; Shadi Atalla; Saeed Al-Mansoori; Hussain Al-Ahmad
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
Complex-valued neural network for hyperspectral single image super resolution
Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al Ahmad
A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques
Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al Ahmad
