A review of affective computing: From unimodal analysis to multimodal fusion
Affective computing is an emerging interdisciplinary research field bringing together
researchers and practitioners from various fields, ranging from artificial intelligence, natural …
researchers and practitioners from various fields, ranging from artificial intelligence, natural …
Deception detection with machine learning: A systematic review and statistical analysis
Several studies applying Machine Learning to deception detection have been published in
the last decade. A rich and complex set of settings, approaches, theories, and results is now …
the last decade. A rich and complex set of settings, approaches, theories, and results is now …
Detecting deception through facial expressions in a dataset of videotaped interviews: A comparison between human judges and machine learning models
In the last decades, research has claimed facial micro-expressions are a reliable means to
detect deception. However, experimental results showed that trained and naïve human …
detect deception. However, experimental results showed that trained and naïve human …
Deception detection in videos
We present a system for covert automated deception detection using information available in
a video. We study the importance of different modalities like vision, audio and text for this …
a video. We study the importance of different modalities like vision, audio and text for this …
Multimodal deception detection using real-life trial data
Hearings of witnesses and defendants play a crucial role when reaching court trial
decisions. Given the high-stakes nature of trial outcomes, develo** computational models …
decisions. Given the high-stakes nature of trial outcomes, develo** computational models …
A review of automatic lie detection from facial features
The growth of machine learning and artificial intelligence has made it possible for automatic
lie detection systems to emerge. These can be based on a variety of cues, such as facial …
lie detection systems to emerge. These can be based on a variety of cues, such as facial …