Reversible Data Hiding Techniques for VQ-Compressed Domain
Data hiding is designed to solve the problem of secure information exchange through networks such as Internet. In that, reversible data hiding is the good technique for recovering original images without any distortion after secret data are extracted from the stego image. This technique continues to...
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Feng Chia University
2022
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https:--opac.tvu.edu.vn:9090-api-oai:403962022-06-02T03:15:25Z Reversible Data Hiding Techniques for VQ-Compressed Domain Nguyễn Thái Sơn Data hiding is designed to solve the problem of secure information exchange through networks such as Internet. In that, reversible data hiding is the good technique for recovering original images without any distortion after secret data are extracted from the stego image. This technique continues to attract attention from many researchers. In this thesis, three reversible data hiding schemesare proposed to embed secret data into the VQ and SMVQ compressed image. The first scheme is a reversible data hiding scheme for VQ indices by depending on locally adaptive coding. This scheme is proposed to improve Chang et al.’s scheme [30] in term of embedding capacity and compression rate. Experimental results confirm that the hiding capacity of the first proposed scheme is around 1.36 bpi in most digital images, which is typically higher than that of Chang et al.’s [30]. Moreover, the average compression rate that can be achieved with this proposed scheme is0.49bpp,which outperforms bothLin and Chang’ s scheme (0.50bpp), Tsai (0.50bpp), Chang et al.’ s scheme (0.53bpp), and Yang and Lin’s scheme (0.53bpp). The second scheme is a reversible data hidingscheme for VQ indices by using absolute difference tree. The second scheme exploits the differences between two adjacent indices to embed secret data. Experimental results show that thisscheme can achieve a higher compression rate than an earlier scheme by Yang and Lin[27]. Our scheme’s average compression rate, 0.44 bpp, outperforms that of Yang and Lin’s scheme, which averages 0.53 bpp. Moreover, the embedding capacity of the second scheme can rise to 1.45 bpi, which also is superior to that of Yang and Lin’s scheme (0.91 bpi) as well as Chang et al.’s scheme [26] (0.74 bpi). The third scheme presents a reversible data hiding in SMVQ compression domain. Based on the combination of SMVQ and SOC, secret bits are embedded to achieve embedding rate while maintaining the high embedding capacity. Experimental results show that when a state codebook sized 64 is used, the average compression rate with our scheme is 0.39bpp, which is much better than can be achieved with the schemes proposed by Chang et al. [51] (0.48bpp), Chang and Wu [52](0.49bpp), or Jo and Kim [53] (0.5bpp). Our scheme offers a slightly higher embedding rate than either Jo and Kim’s scheme or Chang and Wu’s scheme. Feng Chia University Prof. Chin-Chen Chang (người hướng dẫn khoa học) 2022-06-02T03:15:25Z pdf https://opac.tvu.edu.vn/pages/opac/wpid-detailbib-id-40396.html vie |
| institution |
Trung tâm Học liệu – Phát triển Dạy và Học, Trường Đại học Trà Vinh |
| collection |
Thư viện số |
| language |
vie |
| description |
Data hiding is designed to solve the problem of secure information exchange through networks such as Internet. In that, reversible data hiding is the good technique for recovering original images without any distortion after secret data are extracted from the stego image. This technique continues to attract attention from many researchers. In this thesis, three reversible data hiding schemesare proposed to embed secret data into the VQ and SMVQ compressed image.
The first scheme is a reversible data hiding scheme for VQ indices by depending on locally adaptive coding. This scheme is proposed to improve Chang et al.’s scheme [30] in term of embedding capacity and compression rate. Experimental results confirm that the hiding capacity of the first proposed scheme is around 1.36 bpi in most digital images, which is typically higher than that of Chang et al.’s [30]. Moreover, the average compression rate that can be achieved with this proposed scheme is0.49bpp,which outperforms bothLin and Chang’ s scheme (0.50bpp), Tsai (0.50bpp), Chang et al.’ s scheme (0.53bpp), and Yang and Lin’s scheme (0.53bpp).
The second scheme is a reversible data hidingscheme for VQ indices by using absolute difference tree. The second scheme exploits the differences between two adjacent indices to embed secret data. Experimental results show that thisscheme can achieve a higher compression rate than an earlier scheme by Yang and Lin[27]. Our scheme’s average compression rate, 0.44 bpp, outperforms that of Yang and Lin’s scheme, which averages 0.53 bpp. Moreover, the embedding capacity of the second scheme can rise to 1.45 bpi, which also is superior to that of Yang and Lin’s scheme (0.91 bpi) as well as Chang et al.’s scheme [26] (0.74 bpi).
The third scheme presents a reversible data hiding in SMVQ compression domain. Based on the combination of SMVQ and SOC, secret bits are embedded to achieve embedding rate while maintaining the high embedding capacity. Experimental results show that when a state codebook sized 64 is used, the average compression rate with our scheme is 0.39bpp, which is much better than can be achieved with the schemes proposed by Chang et al. [51] (0.48bpp), Chang and Wu [52](0.49bpp), or Jo and Kim [53] (0.5bpp). Our scheme offers a slightly higher embedding rate than either Jo and Kim’s scheme or Chang and Wu’s scheme. |
| author2 |
Prof. Chin-Chen Chang (người hướng dẫn khoa học) |
| author_facet |
Prof. Chin-Chen Chang (người hướng dẫn khoa học) Nguyễn Thái Sơn |
| author |
Nguyễn Thái Sơn |
| spellingShingle |
Nguyễn Thái Sơn Reversible Data Hiding Techniques for VQ-Compressed Domain |
| author_sort |
Nguyễn Thái Sơn |
| title |
Reversible Data Hiding Techniques for VQ-Compressed Domain |
| title_short |
Reversible Data Hiding Techniques for VQ-Compressed Domain |
| title_full |
Reversible Data Hiding Techniques for VQ-Compressed Domain |
| title_fullStr |
Reversible Data Hiding Techniques for VQ-Compressed Domain |
| title_full_unstemmed |
Reversible Data Hiding Techniques for VQ-Compressed Domain |
| title_sort |
reversible data hiding techniques for vq-compressed domain |
| publisher |
Feng Chia University |
| publishDate |
2022 |
| url |
https://opac.tvu.edu.vn/pages/opac/wpid-detailbib-id-40396.html |
| _version_ |
1812601413494112256 |