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Javier Hernandez

2 accepted papers

2022

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

NeurIPS 2022accept

The use of cameras and computational algorithms for noninvasive, low-cost and scalable measurement of physiological (e.g., cardiac and pulmonary) vital signs is very attractive. However, diverse data representing a range of environments, body motions, illumination conditions and physiological states…

2018

CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism

IROS 2018poster

Many children on autism spectrum have atypical behavioral expressions of engagement compared to their neu-rotypical peers. In this paper, we investigate the performance of deep learning models in the task of automated engagement estimation from face images of children with autism. Specifically, we u…

Cited by 95SourceScholar