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An Adaptive Method for Camera Attribution under Complex Radial Distortion Corrections

This is the official code implementation of the paper "An Adaptive Method for Camera Attribution under Complex Radial Distortion Corrections"

Requirements

  • Install MATLAB Image Processing Toolbox
  • Download the Camera-fingerprint package and run the function compile.m in folder CameraFingerprint/Filter
  • 5G of RAM

Setup:

  • Download the Camera Fingerprints we used in our paper from here, unzip "CAMERA_FINGERPRINTS.zip" and move them into PRNU_FILES/

Move all the functions of Camera-fingerprint in functions/ :

  • mv CameraFingerprint/Filter/* functions/
  • mv CameraFingerprint/Functions/* functions/
  • mv CameraFingerprint/*.m functions/
  • enter in functions/ and run in MATLAB compile.m

Important for Linux Users

  • if you are on Linux you may face problems due to unsupported C compilers in MATLAB. Send a mail to [email protected] if you need a pre-compiled version of these C / C++ files or contact the authors of Camera-fingerprint.

Note

  • a set of test images are included in test-images/ and the respective Camera Fingerprint can be found in PRNU_FILES/
  • a subset of the images we used to test our code on out-camera correction can be downloaded here. We couldn't include all the images for a matter of privacy.

Test

  • run main.m to test our code on some of our test image. main.m computes the PCE and CPCE value both for the H1 and H0 hyphothesis.
  • change the paths of Fingerprint and im to test our code on your data.

Test Specific variants of our method

Changing the parameters transf_idx and flag_direct of the functions functions/ADAPTIVE_*.m it is possible to test specific variants of our code.

  • ID, Lin: use ADAPTIVE_Inv_and_Dir.m + transf_idx=6 and flag_direct=0
  • DI, Lin: use ADAPTIVE_Inv_and_Dir.m +transf_idx=7 and flag_direct=1
  • ID, Cub: use ADAPTIVE_Inv_and_Dir.m +transf_idx=5 and flag_direct=0
  • DI, Cub: use ADAPTIVE_Inv_and_Dir.m +transf_idx=4 and flag_direct=1
  • Inv, Cub: use ADAPTIVE_Inv_or_Dir.m +transf_idx=5 and flag_direct=0
  • Dir, Cub: use ADAPTIVE_Inv_or_Dir.m +transf_idx=4 and flag_direct=1
  • Inv, Lin: use ADAPTIVE_Inv_or_Dir.m +transf_idx=6 and flag_direct=0
  • Dir, Lin: use ADAPTIVE_Inv_or_Dir.m +transf_idx=7 and flag_direct=1

Results of the Paper and its Tech Repo

Check An Adaptive Method for Camera Attribution under Complex Radial Distortion Corrections and Technical Report Additional Material for “An Adaptive Method for Camera Attribution under Complex Radial Distortion Corrections”

tables

ROC

If you use this material please cite:

@ARTICLE{10265255,
author={Montibeller, Andrea and Pérez-González, Fernando},
journal={IEEE Transactions on Information Forensics and Security},
title={An Adaptive Method for Camera Attribution Under Complex Radial Distortion Corrections},
year={2024},
volume={19},
number={},
pages={385-400},
doi={10.1109/TIFS.2023.3318933} }

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