A5032795161- Emotion and Mood Recognition
- Hemodynamic Monitoring and Therapy
- Color perception and design
- Non-Invasive Vital Sign Monitoring
- Heart Rate Variability and Autonomic Control
- Face and Expression Recognition
- Face recognition and analysis
- Gaze Tracking and Assistive Technology
Hefei University of Technology
2022
Personality analysis is widely used in occupational aptitude tests and entrance psychological tests. However, answering hundreds of questions at once seems to be a burden. Inspired by personality psychology, we propose multimodal attention network with Category-based mean square error (CBMSE) for assessment. With this method, can obtain information about one's behaviour from his or her daily videos, including gaze distribution, speech features, facial expression changes, accurately determine...
Introduction To explore a quick and non-invasive way to measure individual psychological states, this study developed interview-based scales, multi-modal information was collected from 172 participants. Methods We the Interview Psychological Symptom Inventory (IPSI) which eventually retained 53 items with nine main factors. All of them performed well in terms reliability validity. used optimized convolutional neural networks original detection algorithms for recognition facial expressions...
Remote photoplethysmography (rPPG) has the ability to make use of image frame sequences including human faces collected by cameras for measuring heart rate (HR) without any contact. This method generates a time series signal based on RGB spatial average selected region interest (ROI) estimate physiological signals such as HR. It is worth note that motion artifact produced subject’s face shaking equivalent adding considerable noise which will greatly affect accuracy measurement. In this...