• Journal of Applied Optics
  • Vol. 45, Issue 2, 337 (2024)
Yihui CHEN, Nili TIAN*, Qing PAN, and Kaiqing SU
Author Affiliations
  • School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China
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    DOI: 10.5768/JAO202445.0201009 Cite this Article
    Yihui CHEN, Nili TIAN, Qing PAN, Kaiqing SU. WhatsApp compressed video source camera identification based on photo response nonuniformity[J]. Journal of Applied Optics, 2024, 45(2): 337 Copy Citation Text show less
    Flow chart of algorithm
    Fig. 1. Flow chart of algorithm
    Recognition rate of different reference PRNU when video duration is 1 s to 20 s
    Fig. 2. Recognition rate of different reference PRNU when video duration is 1 s to 20 s
    ROC curves of different reference PRNU
    Fig. 3. ROC curves of different reference PRNU
    编号相机型号
    D01Galaxy S III Mini GT-I8190N
    D07Lenovo P70-A
    D08Galaxy Tab 3 GT-P5210
    D09iPhone 4
    D13iPad 2
    D22Galaxy Trend Plus GT-S7580
    D26Galaxy S III Mini GT-I8190
    D33Ascend G6-U10
    D35Galaxy Tab A SM-T555
    Table 1. Smartphones models from VISION dataset
    类型PRNU提取算法
    BasicBM3DPCAI8DTCWTWeight MLE本文
    静止 17.6 37.914.838.943.563.9
    移动 30.6 45.417.638.954.675.0
    旋转 27.8 36.114.839.847.275.0
    Table 2. Recognition rate of WhatsApp videos at 20 s %
    类型PRNU提取算法
    BasicBM3DPCAI8DTCWTWeight MLE本文
    静止 0.176 0.4910.2220.3890.3610.685
    移动 0.194 0.4350.2320.4540.5090.704
    旋转 0.250 0.3990.1760.5000.5090.787
    Table 3. TPR value of each algorithm when RFP is 0.01
    时间/sPRNU提取算法
    BasicBM3DPCAI8DTCWTWeight MLE本文
    5 0.233 0.4690.1740.5000.5040.712
    10 0.323 0.6770.2430.6770.6490.847
    20 0.431 0.7920.3540.8020.7540.920
    Table 4. Kappa statistic of different algorithms
    PRNU 提取算法BasicBM3DPCAI8DTCWTWeight MLE本文
    时间/s0.356.632.921.130.353.36
    Table 5. Running time of filtering phase of different algorithms
    类型PRNU提取算法
    方法一方法二本文
    静止 15.7 11.163.9
    移动 25.9 21.375.0
    旋转 16.7 14.875.0
    Table 6. Ablation experimental test results of different module combinations %
    Yihui CHEN, Nili TIAN, Qing PAN, Kaiqing SU. WhatsApp compressed video source camera identification based on photo response nonuniformity[J]. Journal of Applied Optics, 2024, 45(2): 337
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