Nour Aburaed

Orcid: 0000-0002-5906-0249

According to our database1, Nour Aburaed authored at least 30 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification.
CoRR, 2024

2023
Tri-CNN: A Three Branch Model for Hyperspectral Image Classification.
Remote. Sens., January, 2023

A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Robust Change Detection Methodology for Flood Events Using SAR Images.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data.
Proceedings of the International Conference on Information Technology, 2023

Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN.
Proceedings of the IEEE International Conference on Image Processing, 2023

Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Autonomous Palm Tree Detection from Remote Sensing Images - UAE Dataset.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Study on Deep Learning Approaches for Mars Weather Forecasting.
Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Comparative Study of Loss Functions for Hyperspectral SISR.
Proceedings of the 30th European Signal Processing Conference, 2022

A Study on the Autonomous Detection of Impact Craters.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2022

2021
Protection and Authentication of Dubai Digital Elevation Model using Hybrid Watermarking Technique.
Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021

3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images.
Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021

A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images.
Proceedings of the 28th IEEE International Conference on Electronics, 2021

2020
Skin Cancer Classification Model Based on VGG 19 and Transfer Learning.
Proceedings of the 3rd International Conference on Signal Processing and Information Security, 2020

Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Deep Convolutional Neural Network (DCNN) for Skin Cancer Classification.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

2019
Scaled Conjugate Gradient Neural Network for Optimizing Indoor Positioning System.
Proceedings of the 2019 International Symposium on Networks, Computers and Communications, 2019

Photogrammetric Techniques and UAV for Drainage Pattern and Overflow Assessment in Mountainous Terrains - Hatta/UAE.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Spatio-temporal Analysis and Machine Learning for Traffic Accidents Prediction.
Proceedings of the 2nd International Conference on Signal Processing and Information Security, 2019

2018
Autonomous Building Detection Using Region Properties and PCA.
Proceedings of the International Conference on Signal Processing and Information Security, 2018

2017
Advances in the Quantum Theoretical Approach to Image Processing Applications.
ACM Comput. Surv., 2017

2016
High-ISO image de-noising using burst filtering.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016


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