DocumentCode
641502
Title
Video codec identification extending the idempotency property
Author
Bestagini, P. ; Milani, S. ; Tagliasacchi, M. ; Tubaro, S.
Author_Institution
Dipt. di Elettron. ed Inf., Politec. di Milano, Milan, Italy
fYear
2013
fDate
10-12 June 2013
Firstpage
220
Lastpage
225
Abstract
Video codec identification is an important task when it comes to prove the authenticity of video content. Indeed, video sequences are usually available in compressed format since the very acquisition. Therefore, being able to detect the adopted coding architecture reveals information about both the possible presence of alterations, and video origin. The paper presents two detectors that permit to identify the adopted coding architecture for a given video sequence. Both of them rely on the concept of idempotent operators, i.e., processing schemes that do not alter significantly a signal no matter how many times they are sequentially applied. The first detector extend the robustness of the idempotent detector permitting an effective detection even when additional compressions are interposed between the content creation and its analysis. The second detector extends the possibilities of the idempotent detector by permitting the identification of coding schemes that are not known by the analyst. Experimental results show that both solutions obtain a good accuracy (higher than 80 %).
Keywords
data compression; identification; image forensics; image sequences; video codecs; video coding; coding architecture; compressed format video; content analysis; content creation; idempotency property; idempotent operators; processing schemes; video codec identification; video content authenticity; video sequences; Detectors; Encoding; MPEG 4 Standard; Motion estimation; Quantization (signal); Video codecs; H.264/AVC; fast motion estimation; idempotence; video codec identification; video forensics;
fLanguage
English
Publisher
ieee
Conference_Titel
Visual Information Processing (EUVIP), 2013 4th European Workshop on
Conference_Location
Paris
Type
conf
Filename
6623987
Link To Document