Title :
Spatio-temporal digital video hashing using edge orientation histogram and discrete cosine transform
Author :
Setyawan, Iwan ; Timotius, Ivanna K.
Author_Institution :
Dept. of Electron. Eng., Satya Wacana Christian Univ., Salatiga, Indonesia
Abstract :
In this paper we propose a spatio-temporal digital video hashing scheme. In the proposed scheme, the digital video is treated as a three dimensional signal. Edge Orientation Histogram (EOH) is computed for each frame in the digital video, then a temporal discrete cosine transform (DCT) for the magnitude of each EOH bin is computed. A subset of the resulting DCT coefficients are then pseudo-randomly rearranged to construct the hash. Our experiments show that the proposed system has good discriminating power, is robust against content-preserving attacks but is sensitive to content-altering attacks.
Keywords :
cryptography; discrete cosine transforms; video coding; DCT; EOH; content-altering attack; content-preserving attack; digital video hashing; discrete cosine transform; edge orientation histogram; Discrete cosine transforms; Feature extraction; Hamming distance; Histograms; Robustness; Vectors; Video sequences; digital video authentication; digital video hashing; discrete cosine transform; edge orientation histogram;
Conference_Titel :
Information Technology Systems and Innovation (ICITSI), 2014 International Conference on
DOI :
10.1109/ICITSI.2014.7048247