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Titlebook: Engineering Applications of Neural Networks; 19th International C Elias Pimenidis,Chrisina Jayne Conference proceedings 2018 Springer Natur

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Toward Video Tampering Exposure: Inferring Compression Parameters from Pixelsshow that QP of key-frames can be estimated using CNN. Results also show that accuracy drops for predicted frames. These results open new, interesting research directions in the domain of video tampering/forgery detection.
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Smoothing Regularized Extreme Learning Machinetable network size. Numerical experiments have been carried out for approximation problems and multi-class classification problems, and preliminary results have shown that the proposed approach works well.
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