Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan

Images plays an essential part in delivering information to the people. However, we need to have a sense of hesitation with some images due to the rise of editing tools. It is difficult to identify the authenticity of the image since they left no trace for such changes in the image. Forgery detectio...

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主要作者: Adnan, Nurul Anis Suriana
格式: Thesis
語言:English
出版: 2017
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在線閱讀:https://ir.uitm.edu.my/id/eprint/69169/1/69169.pdf
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spelling my-uitm-ir.691692022-10-26T03:20:34Z Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan 2017-01 Adnan, Nurul Anis Suriana Instruments and machines Electronic Computers. Computer Science Computer software Application software Configuration management Software protection Software measurement Algorithms Images plays an essential part in delivering information to the people. However, we need to have a sense of hesitation with some images due to the rise of editing tools. It is difficult to identify the authenticity of the image since they left no trace for such changes in the image. Forgery detection techniques are divided into two approaches; active and passive. The active approaches rely on pre-embedding of watermarking and signature into images while passive approaches determined by the characteristics of the image. This proposes a passive forgery detection to detect the most common type of forgery, which is copy-move attack. It copied parts of the original images and pasted it elsewhere in the same image. The proposed system is based on Scale Invariant Feature Transform (SIFT) algorithm that is invariant to translations, rotations, and scaling information in the image domain. 2017-01 Thesis https://ir.uitm.edu.my/id/eprint/69169/ https://ir.uitm.edu.my/id/eprint/69169/1/69169.pdf text en public degree Universiti Teknologi MARA, Terengganu Faculty of Computer and Mathematical Sciences Raju, Rajeswari
institution Universiti Teknologi MARA
collection UiTM Institutional Repository
language English
advisor Raju, Rajeswari
topic Instruments and machines
Instruments and machines
Computer software
Application software
Configuration management
Software protection
Software measurement
Algorithms
spellingShingle Instruments and machines
Instruments and machines
Computer software
Application software
Configuration management
Software protection
Software measurement
Algorithms
Adnan, Nurul Anis Suriana
Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan
description Images plays an essential part in delivering information to the people. However, we need to have a sense of hesitation with some images due to the rise of editing tools. It is difficult to identify the authenticity of the image since they left no trace for such changes in the image. Forgery detection techniques are divided into two approaches; active and passive. The active approaches rely on pre-embedding of watermarking and signature into images while passive approaches determined by the characteristics of the image. This proposes a passive forgery detection to detect the most common type of forgery, which is copy-move attack. It copied parts of the original images and pasted it elsewhere in the same image. The proposed system is based on Scale Invariant Feature Transform (SIFT) algorithm that is invariant to translations, rotations, and scaling information in the image domain.
format Thesis
qualification_level Bachelor degree
author Adnan, Nurul Anis Suriana
author_facet Adnan, Nurul Anis Suriana
author_sort Adnan, Nurul Anis Suriana
title Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan
title_short Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan
title_full Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan
title_fullStr Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan
title_full_unstemmed Image authentication using Scale Invariant Feature Transform (SIFT) / Nurul Anis Suriana Adnan
title_sort image authentication using scale invariant feature transform (sift) / nurul anis suriana adnan
granting_institution Universiti Teknologi MARA, Terengganu
granting_department Faculty of Computer and Mathematical Sciences
publishDate 2017
url https://ir.uitm.edu.my/id/eprint/69169/1/69169.pdf
_version_ 1783735851969150976