Related Experiment Video
Updated: Jul 10, 2026

Method for Simultaneous fMRI/EEG Data Collection during a Focused Attention Suggestion for Differential Thermal Sensation
Published on: January 5, 2014
Forehead thermal signature extraction in lie detection
Zhen Zhu1, Panagiotis Tsiamyrtzis, Ioannis Pavlidis
1Computational Physiology Lab, University of Houston, Houston 77204-30101, Texas, USA. zhu@cs.uh.edu
Forehead temperature changes can detect deception. This study introduces a new method using facial thermography to monitor stress via the forehead, achieving a 76.3% success rate in identifying lies.
Area of Science:
- Psychophysiology
- Biomedical Engineering
- Forensic Science
Background:
- Facial thermography has shown potential for lie detection, primarily using the periorbital region.
- Previous methods focused on thermal signatures around the eyes.
Purpose of the Study:
- To investigate the forehead as a novel source of psycho-physiological information for lie detection.
- To develop a method for monitoring stress-induced thermal changes in the forehead.
Main Methods:
- A segmentation method based on active contours was developed to create a virtual forehead probe.
- This probe monitors thermal radiation over supraorbital vessels to assess stress levels.
- Thermal videos from 38 subjects in a mock crime scenario were analyzed.
Main Results:
- Increased corrugator muscle activity during stress elevates forehead cutaneous temperature due to increased blood flow.
- The developed forehead thermal signal achieved a 76.3% success rate in classifying deceptive states.
- The forehead channel demonstrates significant promise as a new indicator in lie detection.
Conclusions:
- The forehead offers a viable new channel for psycho-physiological monitoring in deception detection.
- The active contours-based segmentation method effectively captures relevant thermal signatures.
- This approach advances the application of facial thermography in forensic and security contexts.
Related Concept Videos
Assessing Body Temperature - Temporal Artery
Step 1: Perform hand hygiene and don a fresh pair of gloves to prevent cross-infection and ensure patient safety.
Step 2: Explain the procedure to the patient to establish trust. Clear communication establishes trust with the patient, ensures they understand what to expect, promotes cooperation, and enhances comfort during the procedure.
Step 3: Assess the patient's forehead...
Temperature Measurement Sites
Oral: When assessing oral temperature, the thermometer tip should be placed under the tongue in the posterior sublingual pocket. It offers accurate readings and can be...
Thermosensation
Assessing Body Temperature - Tympanic membrane
Step 1: Begin by practicing good hand hygiene to prevent the transmission of microorganisms.
Step 2: Turn on the thermometer and wait until the ready sign appears on the screen to ensure accurate measurement.
Step 3: Slide the probe cover in place to prevent cross-contamination.
Step 4: Instruct the patient to tilt their head to the side for comfort and check for cerumen...
Equipments Used to Measure Body Temperature
Glass-bulb Thermometer:
Glass-bulb thermometers are hollow glass tubes with a bulb tip containing liquid such as ethanol or mercury. Historically, glass bulb mercury thermometers were the standard device to measure body temperature. Today, mercury thermometers are prohibited in many countries due to the hazardous effects of mercury and the risk of exposure if the glass bulb breaks. In general,...
Association Areas of the Cortex
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...

