Video scene change detection based on histogram analysis for hiding message
The rapid growth of internet technology has greatly increased the opportunity for secrecy communication. Most of communications implemented compression method in digital applications due to fast transferring data in the limited bandwidth. In addition, the information can be changed by a third party...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IOP Publishing
2021
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/31753/ http://umpir.ump.edu.my/id/eprint/31753/1/Video%20scene%20change%20detection%20based%20on%20histogram%20analysis.pdf |
| _version_ | 1848823848003174400 |
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| author | M., Fuad Ernawan, Ferda Hui, L. J. |
| author_facet | M., Fuad Ernawan, Ferda Hui, L. J. |
| author_sort | M., Fuad |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The rapid growth of internet technology has greatly increased the opportunity for secrecy communication. Most of communications implemented compression method in digital applications due to fast transferring data in the limited bandwidth. In addition, the information can be changed by a third party in communication. This paper proposed a new hiding technique by modifying DCT coefficients in the video frames. The scene changes of the video data are identified based on histogram analysis for hiding locations. Scene changes among video frames are detected by measuring the significant difference of histogram analysis. The proposed hiding technique in video is also evaluated against MPEG-4 compression. The experimental results show that the proposed scheme achieved high imperceptibility with minimum visual distortion on the video quality. The proposed hiding scheme also can recover the concealed data from the compressed video. The results show that the extracted hidden message is able to resistant against MPEG compression. |
| first_indexed | 2025-11-15T03:03:39Z |
| format | Conference or Workshop Item |
| id | ump-31753 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T03:03:39Z |
| publishDate | 2021 |
| publisher | IOP Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-317532022-01-10T01:16:29Z http://umpir.ump.edu.my/id/eprint/31753/ Video scene change detection based on histogram analysis for hiding message M., Fuad Ernawan, Ferda Hui, L. J. QA76 Computer software T Technology (General) The rapid growth of internet technology has greatly increased the opportunity for secrecy communication. Most of communications implemented compression method in digital applications due to fast transferring data in the limited bandwidth. In addition, the information can be changed by a third party in communication. This paper proposed a new hiding technique by modifying DCT coefficients in the video frames. The scene changes of the video data are identified based on histogram analysis for hiding locations. Scene changes among video frames are detected by measuring the significant difference of histogram analysis. The proposed hiding technique in video is also evaluated against MPEG-4 compression. The experimental results show that the proposed scheme achieved high imperceptibility with minimum visual distortion on the video quality. The proposed hiding scheme also can recover the concealed data from the compressed video. The results show that the extracted hidden message is able to resistant against MPEG compression. IOP Publishing 2021-06-14 Conference or Workshop Item PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/31753/1/Video%20scene%20change%20detection%20based%20on%20histogram%20analysis.pdf M., Fuad and Ernawan, Ferda and Hui, L. J. (2021) Video scene change detection based on histogram analysis for hiding message. In: Journal of Physics: Conference Series; 7th International Conference on Mathematics, Science, and Education 2020, ICMSE 2020 , 6 October 2020 , Semarang, Virtual. pp. 1-8., 1918 (4). ISSN 1742-6588 (print); 1742-6596 (online) (Published) https://doi.org/10.1088/1742-6596/1918/4/042141 |
| spellingShingle | QA76 Computer software T Technology (General) M., Fuad Ernawan, Ferda Hui, L. J. Video scene change detection based on histogram analysis for hiding message |
| title | Video scene change detection based on histogram analysis for hiding message |
| title_full | Video scene change detection based on histogram analysis for hiding message |
| title_fullStr | Video scene change detection based on histogram analysis for hiding message |
| title_full_unstemmed | Video scene change detection based on histogram analysis for hiding message |
| title_short | Video scene change detection based on histogram analysis for hiding message |
| title_sort | video scene change detection based on histogram analysis for hiding message |
| topic | QA76 Computer software T Technology (General) |
| url | http://umpir.ump.edu.my/id/eprint/31753/ http://umpir.ump.edu.my/id/eprint/31753/ http://umpir.ump.edu.my/id/eprint/31753/1/Video%20scene%20change%20detection%20based%20on%20histogram%20analysis.pdf |