Title :
Detection of video transcoding for digital forensics
Author :
Xu, Junyu ; Su, Yuting ; You, Xingang
Author_Institution :
Sch. of Electron. Inf. Eng., Tianjin Univ., Tianjin, China
Abstract :
With the advent of low-cost multimedia acquisition device and sophisticated video editing techniques, it is becoming increasingly easier to tamper with digital video. In this paper, a novel approach is proposed to detection of double MPEG compression involving two video compression standards, which often occurs in video transcoding process. By analyzing the variation of DCT coefficients in depth, new periodic artifacts are found in the frequency spectrum of reconstructed nonzero DCT coefficient histogram of individual mode, and a novel detection approach is proposed with curve fitting tools. Combined with the SVM, goodness-of-fit statistics features are utilized to discriminate forged videos from original videos, and a series of experimental results demonstrate the validity and effectiveness of the proposed approach.
Keywords :
curve fitting; data compression; discrete cosine transforms; feature extraction; statistics; support vector machines; video coding; MPEG compression; SVM; curve fitting tools; digital forensics; goodness-of-fit statistics features; low-cost multimedia acquisition device; nonzero DCT coefficient histogram reconstruction; periodic artifacts; video compression standards; video editing techniques; video transcoding detection; Bit rate; Discrete cosine transforms; Multimedia communication; Quantization; Streaming media; Transcoding; Transform coding;
Conference_Titel :
Audio, Language and Image Processing (ICALIP), 2012 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0173-2
DOI :
10.1109/ICALIP.2012.6376604