[HTML][HTML] Deception detection using ML and DL techniques: A systematic review
Deception detection is a crucial concern in our daily lives, with its effect on social
interactions. The human face is a rich source of data that offers trustworthy markers of …
interactions. The human face is a rich source of data that offers trustworthy markers of …
Automatic deception detection in rgb videos using facial action units
The outcome of situations such as police interrogatory or court trials is strongly influenced by
the behaviour of the interviewed subject. In particular, a deceptive behaviour may …
the behaviour of the interviewed subject. In particular, a deceptive behaviour may …
A comprehensive review on features extraction and features matching techniques for deception detection
SV Fernandes, MS Ullah - IEEE Access, 2022 - ieeexplore.ieee.org
Over a few decades, a remarkable amount of research has been conducted in the field of
speech signal processing particularly on deception detection for security applications. In this …
speech signal processing particularly on deception detection for security applications. In this …
LieToMe: An ensemble approach for deception detection from facial cues
Deception detection is a relevant ability in high stakes situations such as police
interrogatories or court trials, where the outcome is highly influenced by the interviewed …
interrogatories or court trials, where the outcome is highly influenced by the interviewed …
Identification of adaptive driving style preference through implicit inputs in sae l2 vehicles
A key factor to optimal acceptance and comfort of automated vehicle features is the driving
style. Mismatches between the automated and the driver preferred driving styles can make …
style. Mismatches between the automated and the driver preferred driving styles can make …
EEG guided multimodal lie detection with audio-visual cues
Lying is considered a form of deception that defines one of the inevitable parts of human
essence. Also, deception or lie detection has numerous applications in criminal and judicial …
essence. Also, deception or lie detection has numerous applications in criminal and judicial …
Detection of deception using facial expressions based on different classification algorithms
Most psychologists argue that facial behavioral during lying is different from facial behavioral
when telling the truth, so the facial behavioral can be used as reliable indicators for spotting …
when telling the truth, so the facial behavioral can be used as reliable indicators for spotting …
[HTML][HTML] FTM: The Face Truth Machine—Hand-crafted features from micro-expressions to support lie detection
M De Marsico, G Dionisi, DFP Stanco - Computer Vision and Image …, 2024 - Elsevier
This work deals with the delicate task of lie detection from facial dynamics. The proposed
Face Truth Machine (FTM) is an intelligent system able to support a human operator without …
Face Truth Machine (FTM) is an intelligent system able to support a human operator without …
Assessing deception in questionnaire surveys with eye-tracking
X Fang, Y Sun, X Zheng, X Wang, X Deng… - Frontiers in …, 2021 - frontiersin.org
Deceit often occurs in questionnaire surveys, which leads to the misreporting of data and
poor reliability. The purpose of this study is to explore whether eye-tracking could contribute …
poor reliability. The purpose of this study is to explore whether eye-tracking could contribute …
Detecting deception in natural environments using incremental transfer learning
Existing work on detecting deception has mainly relied on collecting datasets evolving from
contrived user interactions. We argue that naturally occurring deception behaviours can …
contrived user interactions. We argue that naturally occurring deception behaviours can …