Rotation-Tolerant Camera Identification Using Optimal Tradeoff Circular Harmonic Function Correlation Filter

Dai-Kyung HYUN  Dae-Jin JUNG  Hae-Yeoun LEE  Heung-Kyu LEE  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E96-D   No.6   pp.1394-1397
Publication Date: 2013/06/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.E96.D.1394
Print ISSN: 0916-8532
Type of Manuscript: LETTER
Category: Information Network
Keyword: 
camera identification,  PRNU,  circular harmonic function,  optimal trade-off filter,  correlation filter,  

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Summary: 
In this paper, we propose a novel camera identification method based on photo-response non-uniformity (PRNU), which performs well even with rotated videos. One of the disadvantages of the PRNU-based camera identification methods is that they are very sensitive to de-synchronization. If a video under investigation is slightly rotated, the identification process without synchronization fails. The proposed method solves this kind of out-of-sync problem, by achieving rotation-tolerance using Optimal Tradeoff Circular Harmonic Function (OTCHF) correlation filter. The experimental results show that the proposed method identifies source device with high accuracy from rotated videos.