Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning.
Muhammad Arifur RahmanDavid J. BrownMufti MahmudMatthew C. HarrisNicholas ShoplandNadja HeymAlexander SumichZakia Batool TurabeeBradley StandenDavid DownesYangang XingCarolyn ThomasSean HaddickPreethi PremkumarSimona NastaseAndrew M. BurtonJames LewisPublished in: Brain Informatics (2023)
Keyphrases
- virtual reality
- multimodal data
- machine learning
- virtual environment
- computer graphics
- virtual world
- three dimensional
- augmented reality
- interactive virtual
- virtual humans
- multimedia databases
- learning tasks
- data mining
- cross modal
- similarity search
- virtual museum
- computer vision
- pattern recognition
- virtual reality technology
- virtual space
- virtual training
- learning algorithm
- text classification
- multiple modalities
- image processing