A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features
Author:
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
Link
http://xplorestaging.ieee.org/ielx7/9891857/9889787/09892905.pdf?arnumber=9892905
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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