卷积神经网络实现相机模型识别

Oct, 2018

Camera Model Identification Using Convolutional Neural Networks

Artur Kuzin, Artur Fattakhov, Ilya Kibardin, Vladimir Iglovikov, Ruslan Dautov

TL;DR本论文介绍了关于10台不同相机型号识别的深度学习方法，使用了数据增强技术，最终在Kaggle的相机型号识别挑战中获得了98%的准确率，并进行了有关数据集的一系列实验。

Abstract

source camera identification is the process of determining which camera or model has been used to capture an image. In the recent years, there has been a rapid growth of research interest in the domain of forensics