Video Forensics
6 papers with code • 0 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Video Forensics
DeeperForensics-1.0
EarthNet2021
Latest papers
MTN: Forensic Analysis of MP4 Video Files Using Graph Neural Networks
viper-purdue/mtn
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IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2023
In this paper, we propose MP4 Tree Network (MTN), an approach based on an end-to-end Graph Neural Networks (GNNs) that is used for forensic analysis of MP4 trees.
H4VDM: H.264 Video Device Matching
We denote our proposed technique as H. 264 Video Device Matching (H4VDM).
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task
We frame Earth surface forecasting as the task of predicting satellite imagery conditioned on future weather.
Video Face Manipulation Detection Through Ensemble of CNNs
In this paper, we tackle the problem of face manipulation detection in video sequences targeting modern facial manipulation techniques.
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection
The quality of generated videos outperforms those in existing datasets, validated by user studies.
We Need No Pixels: Video Manipulation Detection Using Stream Descriptors
Manipulating video content is easier than ever.
