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Sparse data-based image super-resolution with ANFIS interpolation

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Bibliographic Details
Main Authors: Muhammad, Ismail, Changjing, Shang, Jing, Yang
Format: Book
Language:English
Published: Springer 2023
Subjects:
ISR
ANFIS
Online Access:https://link.springer.com/article/10.1007/s00521-021-06500-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7385
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spelling oai:localhost:PNK-73852023-03-31T07:16:49Z Sparse data-based image super-resolution with ANFIS interpolation Muhammad, Ismail Changjing, Shang Jing, Yang ISR ANFIS CC BY Image processing is a very broad field containing various areas, including image super-resolution (ISR) which re-represents a low-resolution image as a high-resolution one through a certain means of image transformation. The problem with most of the existing ISR methods is that they are devised for the condition in which sufficient training data is expected to be available. This article proposes a new approach for sparse data-based (rather than sufficient training data-based) ISR, by the use of an ANFIS (Adaptive Network-based Fuzzy Inference System) interpolation technique. 2023-03-31T07:16:48Z 2023-03-31T07:16:48Z 2023 Book https://link.springer.com/article/10.1007/s00521-021-06500-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7385 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic ISR
ANFIS
spellingShingle ISR
ANFIS
Muhammad, Ismail
Changjing, Shang
Jing, Yang
Sparse data-based image super-resolution with ANFIS interpolation
description CC BY
format Book
author Muhammad, Ismail
Changjing, Shang
Jing, Yang
author_facet Muhammad, Ismail
Changjing, Shang
Jing, Yang
author_sort Muhammad, Ismail
title Sparse data-based image super-resolution with ANFIS interpolation
title_short Sparse data-based image super-resolution with ANFIS interpolation
title_full Sparse data-based image super-resolution with ANFIS interpolation
title_fullStr Sparse data-based image super-resolution with ANFIS interpolation
title_full_unstemmed Sparse data-based image super-resolution with ANFIS interpolation
title_sort sparse data-based image super-resolution with anfis interpolation
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00521-021-06500-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7385
_version_ 1761912526435516416
score 8.891145

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