Deception Detection In Videos
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Deception Detection in Videos using the Facial Action Coding System
We specifically use long short-term memory (LSTM) which we trained using the real-life trial dataset and it provided one of the best facial only approaches to deception detection.
Constructing Robust Emotional State-based Feature with a Novel Voting Scheme for Multi-modal Deception Detection in Videos
Then, we propose a multi-modal deception detection framework to construct our novel emotional state-based feature and use the open toolkit openSMILE to extract the features from the audio modality.
Face-Focused Cross-Stream Network for Deception Detection in Videos
To address the training data scarcity problem, our FFCSN model is trained with both meta learning and adversarial learning.
Deception Detection in Videos
We present a system for covert automated deception detection in real-life courtroom trial videos.