Nour Aburaed

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Image Classification

Top Venues

Publications

Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
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)
Diena Al Dogom, Basma M. M. Samour, Meera Al Shamsi, Saeed Al-Mansoori, Nour Aburaed, Mohammad Sami Zitouni
Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region. IGARSS (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)
Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Hussain Al-Ahmad
Autonomous Palm Tree Detection from Remote Sensing Images - UAE Dataset. IGARSS (2022)
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
A Comparative Study of Loss Functions for Hyperspectral SISR. EUSIPCO (2022)
Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Wathiq Mansoor, Hussain Al-Ahmad
A Study on Deep Learning Approaches for Mars Weather Forecasting. ICSPIS (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, Mina Al-Saad, Saeed Al-Mansoori, Hussain Al-Ahmad
A Study on the Autonomous Detection of Impact Craters. ANNPR (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)
Nour Aburaed, Mina Al-Saad, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad, Stephen Marshall
A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images. ICECS (2021)
Mina Al-Saad, Nour Aburaed, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad
Protection and Authentication of Dubai Digital Elevation Model using Hybrid Watermarking Technique. ICSPIS (2021)
Marwa Chendeb El Rai, Nour Aburaed, Mina Al-Saad, Hussain Al-Ahmad, Saeed Al-Mansoori, Stephen Marshall
Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation. ICECS (2020)
Nour Aburaed, Alavikunhu Panthakkan, Mina Al-Saad, Saad Ali Amin, Wathiq Mansoor
Deep Convolutional Neural Network (DCNN) for Skin Cancer Classification. ICECS (2020)
Nour Aburaed, Alavikunhu Panthakkan, Mina Al-Saad, Saad Ali Amin, Wathiq Mansoor
Skin Cancer Classification Model Based on VGG 19 and Transfer Learning. ICSPIS (2020)
Saeed Al-Mansoori, Rami Al-Ruzouq, Diena Al Dogom, Meera Al Shamsi, Alya Al Mazzm, Nour Aburaed
Photogrammetric Techniques and UAV for Drainage Pattern and Overflow Assessment in Mountainous Terrains - Hatta/UAE. IGARSS (2019)
Nour Aburaed, Shadi Atalla, Husameldin Mukhtar, Mina Al-Saad, Wathiq Mansoor
Scaled Conjugate Gradient Neural Network for Optimizing Indoor Positioning System. ISNCC (2019)
Diena Al Dogom, Nour Aburaed, Mina Al-Saad, Saeed Al-Mansoori
Spatio-temporal Analysis and Machine Learning for Traffic Accidents Prediction. ICSPIS (2019)
Nour Aburaed, Alavikunhu Panthakkan, Husameldin Mukhtar, Wathiq Mansoor, Saeed Al-Mansoori, Hussain Al-Ahmad
Autonomous Building Detection Using Region Properties and PCA. ICSPIS (2018)
Nour Aburaed, Faisal Shah Khan, Harish Bhaskar
Advances in the Quantum Theoretical Approach to Image Processing Applications. ACM Comput. Surv. 49 (4) (2017)
Nour Aburaed, Harish Bhaskar, Faisal Khan
High-ISO image de-noising using burst filtering. MWSCAS (2016)