SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture

Author:

Aburaed Nour1,Alkhatib Mohammed Q.1,Marshall Stephen2,Zabalza Jaime2,Ahmad Hussain Al1

Affiliation:

1. College of Engineering and IT, University of Dubai,UAE

2. University of Strathclyde,Department of Electronic and Electrical Engineering,UK

Publisher

IEEE

Reference21 articles.

1. 3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images

2. Image super-resolution using deep convolutional networks;dong;CoRR,2015

3. Accurate image super-resolution using very deep convolutional networks;kim;CoRR,2015

4. Photo-realistic single image super-resolution using a generative adversarial network;ledig;CoRR,2016

5. A Frequency-Separated 3D-CNN for Hyperspectral Image Super-Resolution

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1. Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN;2023 IEEE International Conference on Image Processing (ICIP);2023-10-08

2. Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution;2023 31st European Signal Processing Conference (EUSIPCO);2023-09-04

3. Complex-valued neural network for hyperspectral single image super resolution;Hyperspectral Imaging and Applications II;2023-01-12

4. A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2023

5. A Study on Deep Learning Approaches for Mars Weather Forecasting;2022 5th International Conference on Signal Processing and Information Security (ICSPIS);2022-12-07

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