[HTML][HTML] Deception detection using ML and DL techniques: A systematic review

SA Prome, NA Ragavan, MR Islam… - Natural Language …, 2024 - Elsevier
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 …

Automatic deception detection in rgb videos using facial action units

D Avola, L Cinque, GL Foresti, D Pannone - Proceedings of the 13th …, 2019 - dl.acm.org
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 …

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 …

LieToMe: An ensemble approach for deception detection from facial cues

D Avola, M Cascio, L Cinque, A Fagioli… - International Journal of …, 2021 - World Scientific
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 …

Identification of adaptive driving style preference through implicit inputs in sae l2 vehicles

Z Zheng, K Akash, T Misu, V Krishnamoorthy… - Proceedings of the …, 2022 - dl.acm.org
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 …

EEG guided multimodal lie detection with audio-visual cues

H Javaid, A Dilawari, UG Khan… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
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 …

Detection of deception using facial expressions based on different classification algorithms

HH Thannoon, WH Ali, IA Hashim - 2018 Third Scientific …, 2018 - ieeexplore.ieee.org
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 …

[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 …

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 …

Detecting deception in natural environments using incremental transfer learning

MI Ahmad, A Alzahrani, SM Ahmad - Proceedings of the 26th …, 2024 - dl.acm.org
Existing work on detecting deception has mainly relied on collecting datasets evolving from
contrived user interactions. We argue that naturally occurring deception behaviours can …