TY - JOUR
T1 - Robust information hiding in low-resolution videos with quantization index modulation in DCT-CS domain
AU - Zhao, Huimin
AU - Dai, Qingyun
AU - Ren, J. C.
AU - Wei, Wenguo
AU - Xiao, Yinyin
AU - Li, Chunying
N1 - The final publication is available at link.springer.com via https://doi.org/10.1007/s11042-017-5223-7
PY - 2017/9/27
Y1 - 2017/9/27
N2 - Video information hiding and transmission over noisy channels leads to errors on video and degradation of the visual quality notably. In this paper, a video signal fusion scheme is proposed to combine sensed host signal and the hidden signal with quantization index modulation (QIM) technology in the compressive sensing (CS) and discrete cosine transform (DCT) domain. With quantization based signal fusion, a realistic solution is provided to the receiver, which can improve the reconstruction video quality without requiring significant extra channel resource. The extensive experiments have shown that the proposed scheme can effectively achieve the better trade-off between robustness and statistical invisibility for video information hiding communication. This will be extremely important for low-resolution video analytics and protection in big data era.
AB - Video information hiding and transmission over noisy channels leads to errors on video and degradation of the visual quality notably. In this paper, a video signal fusion scheme is proposed to combine sensed host signal and the hidden signal with quantization index modulation (QIM) technology in the compressive sensing (CS) and discrete cosine transform (DCT) domain. With quantization based signal fusion, a realistic solution is provided to the receiver, which can improve the reconstruction video quality without requiring significant extra channel resource. The extensive experiments have shown that the proposed scheme can effectively achieve the better trade-off between robustness and statistical invisibility for video information hiding communication. This will be extremely important for low-resolution video analytics and protection in big data era.
KW - compressive sensing
KW - image fusion
KW - quantization index modulation
KW - statistical transparency
KW - video information hiding
UR - http://www.scopus.com/inward/record.url?scp=85029909170&partnerID=8YFLogxK
U2 - 10.1007/s11042-017-5223-7
DO - 10.1007/s11042-017-5223-7
M3 - Article
AN - SCOPUS:85029909170
SN - 1380-7501
SP - 1
EP - 21
JO - Multimedia Tools and Applications
JF - Multimedia Tools and Applications
ER -