Imaging framework: An interoperable and extendable connector for image-related Java frameworks

The number of computer vision and image processing tasks has increased during the last years. Although Python is most of the time the first choice in this area, there are situations, where the utilization of another programming language such as Java should be preferred. For this reason, multiple Jav...

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Autores principales:	Christoph Praschl, Andreas Pointner, David Baumgartner, Gerald Adam Zwettler
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2021
Materias:	Java Image processing Computer vision Interoperability and extendability Computer software QA76.75-76.765
Acceso en línea:	https://doaj.org/article/62c24ebbb286451694eae1b7604bd4b1
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id	oai:doaj.org-article:62c24ebbb286451694eae1b7604bd4b1
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spelling	oai:doaj.org-article:62c24ebbb286451694eae1b7604bd4b12021-11-26T04:34:52ZImaging framework: An interoperable and extendable connector for image-related Java frameworks2352-711010.1016/j.softx.2021.100863https://doaj.org/article/62c24ebbb286451694eae1b7604bd4b12021-12-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2352711021001357https://doaj.org/toc/2352-7110The number of computer vision and image processing tasks has increased during the last years. Although Python is most of the time the first choice in this area, there are situations, where the utilization of another programming language such as Java should be preferred. For this reason, multiple Java based frameworks as e.g. OpenIMAJ, ND4J or multiple OpenCV wrappers are available. Unfortunately, these frameworks are not interoperable at all. In this work, the open-source Imaging Framework is introduced to solve exactly this problem. The project features a concept for combining multiple frameworks and provides an interoperable and extendable foundation to 9 image-related projects with 10 different image representations in Java.Christoph PraschlAndreas PointnerDavid BaumgartnerGerald Adam ZwettlerElsevierarticleJavaImage processingComputer visionInteroperability and extendabilityComputer softwareQA76.75-76.765ENSoftwareX, Vol 16, Iss , Pp 100863- (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Java Image processing Computer vision Interoperability and extendability Computer software QA76.75-76.765
spellingShingle	Java Image processing Computer vision Interoperability and extendability Computer software QA76.75-76.765 Christoph Praschl Andreas Pointner David Baumgartner Gerald Adam Zwettler Imaging framework: An interoperable and extendable connector for image-related Java frameworks
description	The number of computer vision and image processing tasks has increased during the last years. Although Python is most of the time the first choice in this area, there are situations, where the utilization of another programming language such as Java should be preferred. For this reason, multiple Java based frameworks as e.g. OpenIMAJ, ND4J or multiple OpenCV wrappers are available. Unfortunately, these frameworks are not interoperable at all. In this work, the open-source Imaging Framework is introduced to solve exactly this problem. The project features a concept for combining multiple frameworks and provides an interoperable and extendable foundation to 9 image-related projects with 10 different image representations in Java.
format	article
author	Christoph Praschl Andreas Pointner David Baumgartner Gerald Adam Zwettler
author_facet	Christoph Praschl Andreas Pointner David Baumgartner Gerald Adam Zwettler
author_sort	Christoph Praschl
title	Imaging framework: An interoperable and extendable connector for image-related Java frameworks
title_short	Imaging framework: An interoperable and extendable connector for image-related Java frameworks
title_full	Imaging framework: An interoperable and extendable connector for image-related Java frameworks
title_fullStr	Imaging framework: An interoperable and extendable connector for image-related Java frameworks
title_full_unstemmed	Imaging framework: An interoperable and extendable connector for image-related Java frameworks
title_sort	imaging framework: an interoperable and extendable connector for image-related java frameworks
publisher	Elsevier
publishDate	2021
url	https://doaj.org/article/62c24ebbb286451694eae1b7604bd4b1
work_keys_str_mv	AT christophpraschl imagingframeworkaninteroperableandextendableconnectorforimagerelatedjavaframeworks AT andreaspointner imagingframeworkaninteroperableandextendableconnectorforimagerelatedjavaframeworks AT davidbaumgartner imagingframeworkaninteroperableandextendableconnectorforimagerelatedjavaframeworks AT geraldadamzwettler imagingframeworkaninteroperableandextendableconnectorforimagerelatedjavaframeworks
_version_	1718409843787694080

Imaging framework: An interoperable and extendable connector for image-related Java frameworks

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