Search Results for author: Nour Aburaed

Found 4 papers, 3 papers with code

Applications of Knowledge Distillation in Remote Sensing: A Survey

no code implementations18 Sep 2024 Yassine Himeur, Nour Aburaed, Omar Elharrouss, Iraklis Varlamis, Shadi Atalla, Wathiq Mansoor, Hussain Al Ahmad

With the ever-growing complexity of models in the field of remote sensing (RS), there is an increasing demand for solutions that balance model accuracy with computational efficiency.

Computational Efficiency Instance Segmentation +6

SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification

1 code implementation27 Feb 2024 Mohammed Q. Alkhatib, M. Sami Zitouni, Mina Al-Saad, Nour Aburaed, Hussain Al-Ahmad

Polarimetric synthetic aperture radar (PolSAR) images encompass valuable information that can facilitate extensive land cover interpretation and generate diverse output products.

Image Classification

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution

1 code implementation29 Mar 2023 Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamac, Nour Aburaed

This work focuses on extending the convolutional filters of a popular super-resolution model to more powerful operational filters to enhance the model performance on hyperspectral images.

Image Super-Resolution

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