Thesis Details

Analýza zabezpečení formátu JPEG 2000 proti chybám

Bachelor's Thesis Student: Kovalčík Marek Academic Year: 2018/2019 Supervisor: Bařina David, Ing., Ph.D.
English title
Error Resilience Analysis for JPEG 2000
Language
Czech
Abstract

The aim of this thesis is to analyze modern image compression format of JPEG 2000. It analyzes the effect of error resilience mechanisms on image compression with different settings. The impact of using tag embedding to help repair damaged images or using compression modes to improve error resilience is examined here. Quality is evaluated by the PSNR metric that detects the similarity of compressed and reference file. Adding certain tags to the data stream or using certain compression modes should help secure the JPEG 2000 file against image reconstruction damage. To test this hipothesis, there was created a model that acidentally damage the compressed file and evaluate decompressed images. The Kakadu library, which provides efficient work with the JPEG 2000 format, is used for the work. The experimental data set consists of various photographs in uncompressed PPM format in smaller but also in higher resolutions. The result of this work is to find out which compression settings to use for which group of images to make the compression efficient and secure the best. The end of this thesis is devoted to comparison of error resilience of JPEG 2000 and CCSDS 122.0.

Keywords

JPEG 2000, error resilience, image compression, image format, lossy compression, kakadu

Department
Degree Programme
Information Technology
Files
Status
defended, grade A
Date
12 June 2019
Reviewer
Committee
Čadík Martin, doc. Ing., Ph.D. (DCGM FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Bařina David, Ing., Ph.D. (DCGM FIT BUT), člen
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Kočí Radek, Ing., Ph.D. (DITS FIT BUT), člen
Citation
KOVALČÍK, Marek. Analýza zabezpečení formátu JPEG 2000 proti chybám. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-12. Supervised by Bařina David. Available from: https://www.fit.vut.cz/study/thesis/21822/
BibTeX
@bachelorsthesis{FITBT21822,
    author = "Marek Koval\v{c}\'{i}k",
    type = "Bachelor's thesis",
    title = "Anal\'{y}za zabezpe\v{c}en\'{i} form\'{a}tu JPEG 2000 proti chyb\'{a}m",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21822/"
}
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