Non-contact Physiological Measurement
As humans are homeothermic, our internal temperature is closely linked with numerous physiological and psychological mechanisms. Given this, human thermal patterns have been explored to improve the understandings of our body for a couple of centuries (Cho, 2019). Researchers have shown that physiological signatures can be captured via non-contact thermal ...
Automatic Recognition of Psychological States (eg. Mental Stress)
With sensing technology becoming pervasive in our everyday life, the ability to monitor human psychological states has become important in human computer interaction. Amongst such states, high level mental stress or mental workload is a common problem affecting mental, physical health and life in our modern society (Nash & Thebarge, ...
[CHI 2018] “Deep Thermal Imaging”, Easy-to-use API
[Deep Thermal Imaging API] Source codes are available at https://github.com/deepneuroscience/DeepThermalImaging 1. Requirement Matlab (version>2012) MatConvNet (https://github.com/vlfeat/matconvnet): Deep CNN Framework for Matlab users. 2. Quick Summary of Main API DEEP THERMAL IMAGING - MAIN API Void deep_thermal_imaging_training_and_testing(kfold, numberofclass, filename, directory, isoutdoor) Trains and Tests on the given dataset. Input variables: kfold (the ...
Biomedical Optics Express Journal Paper: Supplementary Materials
An example clip to show the performance of the proposed method (from Dataset1 - controlled respiration in environments with non-constant temperature) An example clip to show the performance of the proposed method (from Dataset2 - unconstrained respiration with natural motion artefact) An example clip to show the performance of the ...
Matlab source codes: Stress Induction Tasks for “DeepBreath” [ACII2017]
Source code for "DeepBreath Project" Description: We propose DeepBreath, a deep learning model which automatically recognises people's psychological stress level (mental overload) from their breathing patterns. Using a low cost thermal camera, we track a person's breathing patterns as temperature changes around his/her nostril. The paper's technical contribution is threefold ...
Computer Science Conference Ranking 2017/2018 – Prestigious Top 4 by “Research Area”
(Source: Google Scholar Metrics) # Human Computer Interaction Conference H5-index Computer Human Interaction (CHI) ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) ACM Symposium on User Interface Software and Technology (UIST) ACM Conference on Pervasive and Ubiquitous Computing (UbiComp) # Computer Vision & Pattern Recognition Conference H5-index IEEE Conference on ...
3D modelling files for “RealPen: Providing Realism in Handwriting Tasks on Touch Surfaces using Auditory-Tactile Feedback” [UIST 2016]
Description: We present RealPen, an augmented stylus for capacitive tablet screens that recreates the physical sensation of writing on paper with a pencil, ball-point pen or marker pen. The aim is to create a more engaging experience when writing on touch surfaces, such as screens of tablet computers. This is ...
