14 citations · 25 across the 4 of their papers we have counts for
5 papers
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels
Peter Washington, Onur Cezmi Mutlu, Emilie Leblanc +8
Emotion classifiers traditionally predict discrete emotions. However, emotion expressions are often subjective, thus requiring a method to handle subjective labels. We explore the…
Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study
Peter Washington, Haik Kalantarian, John Kent +16
Background: Automated emotion classification could aid those who struggle to recognize emotions, including children with developmental behavioral conditions such as autism. However…
A Wearable Social Interaction Aid for Children with Autism
Nick Haber, Catalin Voss, Jena Daniels +7
With most recent estimates giving an incidence rate of 1 in 68 children in the United States, the autism spectrum disorder (ASD) is a growing public health crisis. Many of these ch…
Superpower Glass: Delivering Unobtrusive Real-time Social Cues in Wearable Systems
Catalin Voss, Peter Washington, Nick Haber +8
We have developed a system for automatic facial expression recognition, which runs on Google Glass and delivers real-time social cues to the wearer. We evaluate the system as a beh…
Designing a Holistic At-Home Learning Aid for Autism
Catalin Voss, Nick Haber, Peter Washington +8
In recent years, much focus has been put on employing technology to make novel behavioural aids for those with autism. Most of these are digital adaptations of tools used in standa…