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20122023
most citedPersonalized Machine Learning for Robot Perception of Affect and Engagement in Autism Therapy

278 citations · 899 across the 26 of their papers we have counts for

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5 papers · 1 filter

cs.CV2021

Predicting Driver Self-Reported Stress by Analyzing the Road Scene

Cristina Bustos, Neska Elhaouij, Albert Sole-Ribalta +3

Several studies have shown the relevance of biosignals in driver stress recognition. In this work, we examine something important that has been less frequently explored: We develop…

cs.CV2021★ 244 cited

Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds

Matthew Groh, Ziv Epstein, Chaz Firestone +1

The recent emergence of machine-manipulated media raises an important societal question: how can we know if a video that we watch is real or fake? In two online studies with 15,016…

cs.CV2018★ 16 cited

Estimating Carotid Pulse and Breathing Rate from Near-infrared Video of the Neck

Weixuan Chen, Javier Hernandez, Rosalind W. Picard

Objective: Non-contact physiological measurement is a growing research area that allows capturing vital signs such as heart rate (HR) and breathing rate (BR) comfortably and unobtr…

cs.CV2017★ 30 cited

DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain

Dianbo Liu, Fengjiao Peng, Andrew Shea +3

Previous research on automatic pain estimation from facial expressions has focused primarily on "one-size-fits-all" metrics (such as PSPI). In this work, we focus on directly estim…

cs.CV2017

Personalized Automatic Estimation of Self-reported Pain Intensity from Facial Expressions

Daniel Lopez Martinez, Ognjen Rudovic, Rosalind Picard

Pain is a personal, subjective experience that is commonly evaluated through visual analog scales (VAS). While this is often convenient and useful, automatic pain detection systems…