A Generic Approach Towards Image Manipulation Parameter Estimation Using Convolutional Neural Networks

@inproceedings{Bayar2017AGA,
  title={A Generic Approach Towards Image Manipulation Parameter Estimation Using Convolutional Neural Networks},
  author={Belhassen Bayar and Matthew C. Stamm},
  booktitle={IH&MMSec},
  year={2017}
}
Estimating manipulation parameter values is an important problem in image forensics. While several algorithms have been proposed to accomplish this, their application is exclusively limited to one type of image manipulation. These existing techniques are often designed using classical approaches from estimation theory by constructing parametric models of image data. This is problematic since this process of developing a theoretical model then deriving a parameter estimator must be repeated each… CONTINUE READING

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