Video steganography based on DCT psychovisual and object motion

Steganography is a technique of concealing the message in multimedia data. M ultimedia data, such as videos are often compressed to reduce the storage for limited bandwidth. The video provides additional hidden-space in the object motion of image sequences. This research...

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Main Authors: Muhammad, Fuad, Ernawan, Ferda
Format: Article
Language:English
Published: IAES 2020
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Online Access:http://umpir.ump.edu.my/id/eprint/29600/7/Video%20steganography%20based%20on%20DCT.pdf
http://umpir.ump.edu.my/id/eprint/29600/
https://doi.org/10.11591/eei.v9i3.1859
https://doi.org/10.11591/eei.v9i3.1859
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Institution: Universiti Malaysia Pahang
Language: English
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spelling my.ump.umpir.296002020-10-19T07:24:35Z http://umpir.ump.edu.my/id/eprint/29600/ Video steganography based on DCT psychovisual and object motion Muhammad, Fuad Ernawan, Ferda QA75 Electronic computers. Computer science Steganography is a technique of concealing the message in multimedia data. M ultimedia data, such as videos are often compressed to reduce the storage for limited bandwidth. The video provides additional hidden-space in the object motion of image sequences. This research proposes a video steganography scheme based on object motion and DCT-psychovisual for concealing the message. The proposed hiding technique embeds a secret message along the object motion of the video frames. M otion analysis is used to determine the embedding regions. The proposed scheme selects six DCT coefficients in the middle frequency using DCT-psycho visual effects of hiding messages. A message is embedded by modifying middle DCT coefficients using the proposed algorithm. The middle frequencies have a large hiding capacity and it relatively does not give significant effect to the video reconstruction. The performance of the proposed video steganography is evaluated in terms of video quality and robustness against M PEG compression. The experimental results produce minimum distortion of the video quality. Our scheme produces a robust of hiding messages against M PEG-4 compression with average NC value of 0.94. The proposed video steganography achieves less perceptual distortion to human eyes and it's resistant against reducing video storage. IAES 2020-06 Article PeerReviewed pdf en cc_by_sa_4 http://umpir.ump.edu.my/id/eprint/29600/7/Video%20steganography%20based%20on%20DCT.pdf Muhammad, Fuad and Ernawan, Ferda (2020) Video steganography based on DCT psychovisual and object motion. Bulletin of Electrical Engineering and Informatics, 9 (3). pp. 1015-1023. ISSN 2302-9285 https://doi.org/10.11591/eei.v9i3.1859 https://doi.org/10.11591/eei.v9i3.1859
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Muhammad, Fuad
Ernawan, Ferda
Video steganography based on DCT psychovisual and object motion
description Steganography is a technique of concealing the message in multimedia data. M ultimedia data, such as videos are often compressed to reduce the storage for limited bandwidth. The video provides additional hidden-space in the object motion of image sequences. This research proposes a video steganography scheme based on object motion and DCT-psychovisual for concealing the message. The proposed hiding technique embeds a secret message along the object motion of the video frames. M otion analysis is used to determine the embedding regions. The proposed scheme selects six DCT coefficients in the middle frequency using DCT-psycho visual effects of hiding messages. A message is embedded by modifying middle DCT coefficients using the proposed algorithm. The middle frequencies have a large hiding capacity and it relatively does not give significant effect to the video reconstruction. The performance of the proposed video steganography is evaluated in terms of video quality and robustness against M PEG compression. The experimental results produce minimum distortion of the video quality. Our scheme produces a robust of hiding messages against M PEG-4 compression with average NC value of 0.94. The proposed video steganography achieves less perceptual distortion to human eyes and it's resistant against reducing video storage.
format Article
author Muhammad, Fuad
Ernawan, Ferda
author_facet Muhammad, Fuad
Ernawan, Ferda
author_sort Muhammad, Fuad
title Video steganography based on DCT psychovisual and object motion
title_short Video steganography based on DCT psychovisual and object motion
title_full Video steganography based on DCT psychovisual and object motion
title_fullStr Video steganography based on DCT psychovisual and object motion
title_full_unstemmed Video steganography based on DCT psychovisual and object motion
title_sort video steganography based on dct psychovisual and object motion
publisher IAES
publishDate 2020
url http://umpir.ump.edu.my/id/eprint/29600/7/Video%20steganography%20based%20on%20DCT.pdf
http://umpir.ump.edu.my/id/eprint/29600/
https://doi.org/10.11591/eei.v9i3.1859
https://doi.org/10.11591/eei.v9i3.1859
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