Encryption of 3D or Higher-Dimensional Images: A Review

This article aims to review encryption techniques for 3D or higher-dimensional images. Precisely, the following classes of images are considered: light field images, point clouds, and 3D medical images. The security and performance aspects of the encryption schemes for images are analyzed. It is obs...

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Main Authors: Renatta Nigro, Gabriel Ferreira, Maria Alice Andrade Calazans, Geovane Miguel, Felipe Alberto B. S. Ferreira, Verusca Severo, Francisco Madeiro
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/1/108
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author Renatta Nigro
Gabriel Ferreira
Maria Alice Andrade Calazans
Geovane Miguel
Felipe Alberto B. S. Ferreira
Verusca Severo
Francisco Madeiro
author_facet Renatta Nigro
Gabriel Ferreira
Maria Alice Andrade Calazans
Geovane Miguel
Felipe Alberto B. S. Ferreira
Verusca Severo
Francisco Madeiro
author_sort Renatta Nigro
collection DOAJ
description This article aims to review encryption techniques for 3D or higher-dimensional images. Precisely, the following classes of images are considered: light field images, point clouds, and 3D medical images. The security and performance aspects of the encryption schemes for images are analyzed. It is observed that the number of papers with encryption in the transform domain exceeds the number of papers with encryption in the spatial domain. Additionally, it is observed that the application of encryption does not predominate in all the dimensions of the images, that is, the encryption does not occur completely in the image but rather through slices or sections. This review article summarizes several issues related to encryption techniques, technical perspectives for the future, and gaps in the literature.
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institution Kabale University
issn 2076-3417
language English
publishDate 2024-12-01
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series Applied Sciences
spelling doaj-art-21f5f75838c244f5a7c6b7fa05fc3ecb2025-01-10T13:14:28ZengMDPI AGApplied Sciences2076-34172024-12-0115110810.3390/app15010108Encryption of 3D or Higher-Dimensional Images: A ReviewRenatta Nigro0Gabriel Ferreira1Maria Alice Andrade Calazans2Geovane Miguel3Felipe Alberto B. S. Ferreira4Verusca Severo5Francisco Madeiro6Polytechnic School of Pernambuco, University of Pernambuco, Recife 50720-001, BrazilPolytechnic School of Pernambuco, University of Pernambuco, Recife 50720-001, BrazilCenter for Technology and Geosciences, Federal University of Pernambuco, Recife 50670-901, BrazilPolytechnic School of Pernambuco, University of Pernambuco, Recife 50720-001, BrazilCabo de Santo Agostinho Academic Unit, Federal Rural University of Pernambuco (UFRPE), Cabo de Santo Agostinho 54518-430, BrazilPolytechnic School of Pernambuco, University of Pernambuco, Recife 50720-001, BrazilPolytechnic School of Pernambuco, University of Pernambuco, Recife 50720-001, BrazilThis article aims to review encryption techniques for 3D or higher-dimensional images. Precisely, the following classes of images are considered: light field images, point clouds, and 3D medical images. The security and performance aspects of the encryption schemes for images are analyzed. It is observed that the number of papers with encryption in the transform domain exceeds the number of papers with encryption in the spatial domain. Additionally, it is observed that the application of encryption does not predominate in all the dimensions of the images, that is, the encryption does not occur completely in the image but rather through slices or sections. This review article summarizes several issues related to encryption techniques, technical perspectives for the future, and gaps in the literature.https://www.mdpi.com/2076-3417/15/1/108image encryption3D imagelight fieldpoint cloud
spellingShingle Renatta Nigro
Gabriel Ferreira
Maria Alice Andrade Calazans
Geovane Miguel
Felipe Alberto B. S. Ferreira
Verusca Severo
Francisco Madeiro
Encryption of 3D or Higher-Dimensional Images: A Review
Applied Sciences
image encryption
3D image
light field
point cloud
title Encryption of 3D or Higher-Dimensional Images: A Review
title_full Encryption of 3D or Higher-Dimensional Images: A Review
title_fullStr Encryption of 3D or Higher-Dimensional Images: A Review
title_full_unstemmed Encryption of 3D or Higher-Dimensional Images: A Review
title_short Encryption of 3D or Higher-Dimensional Images: A Review
title_sort encryption of 3d or higher dimensional images a review
topic image encryption
3D image
light field
point cloud
url https://www.mdpi.com/2076-3417/15/1/108
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