2024
Using Computer Vision to Detect E-cigarette Content in TikTok Videos
Murthy D, Ouellette R, Anand T, Radhakrishnan S, Mohan N, Lee J, Kong G. Using Computer Vision to Detect E-cigarette Content in TikTok Videos. Nicotine & Tobacco Research 2024, 26: s36-s42. PMID: 38366342, PMCID: PMC10873490, DOI: 10.1093/ntr/ntad184.Peer-Reviewed Original ResearchConceptsE-cigarette-related contentSocial media platformsVideo-based social media platformsMedia platformsComputer vision modelsAverage F1 scoreComputer vision methodsComputer vision techniquesMachine learning modelsText-based approachComputer visionObject detectionAnnotated imagesVisual contentSocial mediaF1 scoreVision techniquesRecall valuesVision methodsVision modelsSocial media platformLearning modelsVideoComputerTikTok posts
2019
An automated assessment system for embodied cognition in children
Dillhoff A, Tsiakas K, Babu A, Zakizadehghariehali M, Buchanan B, Bell M, Athitsos V, Makedon F. An automated assessment system for embodied cognition in children. 2019, 1-6. DOI: 10.1145/3361684.3361693.Peer-Reviewed Original ResearchAutomated assessment systemResponse inhibitionEmbodied cognitionComputer vision methodsCognitive skillsVision methodsKinect cameraMachine learningAssessment tasksTaskAssessment systemCognitionMotion dataPreliminary data analysisChildrenBall dropData collectionData analysisMemoryPhysical activitySkillsCameraAnnotationLearningSystem
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