optimized-spectral-superresolution
Spectral Super-Resolution with Optimized Bands
https://github.com/ubgewali/optimized-spectral-superresolution
Science Score: 41.0%
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✓CITATION.cff file
Found CITATION.cff file -
○codemeta.json file
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○.zenodo.json file
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Found 2 DOI reference(s) in README -
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2 of 4 committers (50.0%) from academic institutions -
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Low similarity (4.9%) to scientific vocabulary
Keywords
Repository
Spectral Super-Resolution with Optimized Bands
Basic Info
- Host: GitHub
- Owner: UBGewali
- Language: Python
- Default Branch: master
- Size: 12.7 KB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 4
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Spectral Super-Resolution with Optimized Bands
This repository contains code for joint optimization of the multispectral bands and the super-resolution network to reconstruct hyperspectral spectra from multispectral signal.
Usage
```bash
cd code
```
Download the dataset
```bash
python download_dataset.py
``` This script is designed to download and install dataset from the outdoors natural dataset (http://icvl.cs.bgu.ac.il/hyperspectral/) used in our paper.
Training
```bash
python run_BO.py
```
Testing
```bash
python test_cnn.py
```
Computing performance metrics
```bash
python compute_metrics.py
```
Citation
Please cite the following article if you use the code in this repository:
U. B. Gewali, S. T. Monteiro and E. Saber, "Spectral super-resolution with optimized bands," Remote Sensing, 2019. [article][bibtex]
Contact
Utsav Gewali (ubg9540@rit.edu)
Owner
- Login: UBGewali
- Kind: user
- Repositories: 1
- Profile: https://github.com/UBGewali
Citation (citation.bib)
@article{gewali2019spectral,
title={Spectral Super-Resolution with Optimized Bands},
author={Gewali, Utsav B and Monteiro, Sildomar T and Saber, Eli},
journal={Remote Sensing},
volume={11},
number={14},
pages={1648},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute}
}
GitHub Events
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Last Year
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Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| UBGewali | 3****i | 3 |
| Utsav Gewali | u****0@a****u | 1 |
| Utsav Gewali | u****0@c****u | 1 |
| UBGewali | u****i@g****m | 1 |
Committer Domains (Top 20 + Academic)
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