A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features

Author:

Saikia Pallabi1,Dholaria Dhwani1,Yadav Priyanka1,Patel Vaidehi1,Roy Mohendra2

Affiliation:

1. School of Technology Information & Communication Technology,Computer Science and Engineering Department

2. School of Technology Pandit Deendayal Energy University,Gandhinagar,India,382007

Publisher

IEEE

Reference40 articles.

1. Deep-fake detection using spatiotemporal convolutional networks;de lima;ArXiv Preprint,2020

2. Sharp Multiple Instance Learning for DeepFake Video Detection

3. A survey of transfer learning

4. ImageNet: A large-scale hierarchical image database

5. Efficientnet: Rethinking model scaling for convolutional neural networks;tan;International Conference on Machine Learning,2019

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