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CITATION.cff
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# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: >-
β-SGP: Scaled Gradient Projection algorithm using
β-divergence
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Yash
family-names: Gondhalekar
email: yashgondhalekar567@gmail.com
identifiers:
- type: url
value: 'https://github.com/Yash-10/beta-sgp'
description: >-
Scaled Gradient Projection (SGP) algorithm with beta
divergence
repository-code: 'https://github.com/Yash-10/beta-sgp'
url: 'https://github.com/Yash-10/beta-sgp'
repository: 'https://ascl.net/code/v/3605'
abstract: >-
β-SGP deconvolves an astronomical image with a known Point
Spread Function, providing a means for the restoration of
telescopic images due to issues ranging from atmospheric
turbulence to instrumental aberrations. The code supports
improved astrometry, deblending of overlapping sources,
faint source detection, identification of point sources
near bright extended objects, and other tasks. β-SGP
generalizes the Scaled Gradient Projection (SGP) image
deconvolution algorithm using β-divergence as a loss
function to restore distorted stellar shapes.
keywords:
- image-restoration
- mathematical-optimization
license: MIT
commit: 3400aa444efecca8b12db37a9ba94d0e5c451805
version: 0.1.0