2023
Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths
Atyabi A, Shic F, Jiang J, Foster C, Barney E, Kim M, Li B, Ventola P, Chen C. Stratification of Children with Autism Spectrum Disorder Through Fusion of Temporal Information in Eye-gaze Scan-Paths. ACM Transactions On Knowledge Discovery From Data 2023, 17: 1-20. DOI: 10.1145/3539226.Peer-Reviewed Original ResearchAutism spectrum disorderEye gaze patternsSocial referencingSpectrum disorderTemporal informationTheory of mindEye gaze featuresEye-tracking dataEye gaze dataConvolutional neural networkRaw eye-tracking dataSocial attentionTD groupTypical developmentVideo stimuliSocial impairmentGaze patternsEye movementsNaturalistic studyDeep learning modelsScan pathScanpathsMeaningful variationChildrenLearning model
2021
Comparing Robustness and Efficiency of Closed Eye Detection in Images
Wang H, Li B, Shic F, Hu B, Wang Q. Comparing Robustness and Efficiency of Closed Eye Detection in Images. 2021, 00: 6-12. DOI: 10.1109/icivc52351.2021.9526969.Peer-Reviewed Original ResearchConvolutional neural networkF-scoreComputational costDifferent feature descriptorsLarge-scale datasetsEye detection algorithmBest F-scoreHigh computational costAbnormal eye conditionsTheoretical computational costCNN modelFeature descriptorsHOG featuresAutoencoder modelNeural networkRaw imagesDifferent classifiersDetection algorithmMultiple descriptorsEye detectionMobile phonesPoint operationsNew machineSpecific scenariosNew algorithm
2019
A Facial Affect Analysis System for Autism Spectrum Disorder
Li B, Mehta S, Aneja D, Foster C, Ventola P, Shic F, Shapiro L. A Facial Affect Analysis System for Autism Spectrum Disorder. 2019, 00: 4549-4553. DOI: 10.1109/icip.2019.8803604.Peer-Reviewed Original Research