Affective Computing

Enhanced Cross-Dataset Electroencephalogram-Based Emotion Recognition Using Unsupervised Domain Adaptation

We propose an enhanced unsupervised domain adaptation framework for EEG-based emotion recognition that achieves robust cross-dataset generalization without requiring target-domain …

Md Niaz Imtiaz

RML at IEEE EMBC 2024

RML presents three papers at the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Multilevel Stress Assessment from ECG in a Virtual Reality Environment Using Multimodal Fusion

We propose a multilevel stress assessment framework that fuses ECG signals with contextual data from a virtual reality environment. The system classifies multiple levels of …

zeeshan-ahmad
Multimodal Affective Computing featured image

Multimodal Affective Computing

Emotion Recognition and Stress Assessment using Multimodal Signals for therapy and training

NSERC Alliance Grant: Therapeutic VR Games for Children

Dr. Khan receives $400K NSERC Alliance grant with Wellwave Inc. to develop therapeutic VR games with multimodal stress assessment for children.

RML at IEEE EMBC 2020

RML members present two papers on multimodal physiological stress assessment at the 42nd Annual IEEE Engineering in Medicine and Biology Conference.

NSERC CRD Award: Cloud-based Stress and Engagement Assessment in VR

Dr. Khan, Dr. Guan, and Dr. Krishnan receive $450K NSERC CRD grant with Shaftesbury for multimodal stress and engagement assessment in virtual reality.

NSERC Engage Grant: Multimodal Stress Assessment for Pediatric VR

Dr. Khan receives $25K NSERC Engage grant with Shaftesbury VR to develop stress assessment algorithms for pediatric medical procedures.