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Publications with iMotions and Logitech

• 2026 Machine Learning with Applications Open Access Peer-Reviewed

  Facial morphology-based autism screening during attention assessment tasks: A dual-branch deep learning approach

  Hamad bin Khalifa University + 1 more

  Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by challenges in communication, social interaction, and behavioral patterns. While early diagnosis remains crucial, there is a critical need for effective screening methods for school-age children, as many cases with nuanced presentations often go undetected during early childhood. This research presents a facial morphology-based computational […]

  • Eye Tracking
  • Facial Expression Analysis
• 2026 BUKETOV BUSINESS REVIEW Open Access Peer-Reviewed

  How Emotional Dynamics are Associated with Advertising Recall: Evidence from Facial Expression Analysis in Young Consumers

  Almaty Management University

  Abstract Background: Emotions elicited by advertisements are known to influence what consumers remember; however, prior studies have often relied on averaged measures. We examined how the dynamics of facial expressions during video advertisements relate to ad recall in young adults. Methods: In a laboratory experiment, 40 participants watched branded video commercials while their facial expressions […]

  • Facial Expression Analysis
• 2015 2015 IEEE International Conference on Computer Vision Workshop (ICCVW) Gated Peer-Reviewed

  Facial action unit detection using active learning and an efficient non-linear kernel approximation

  Affectiva

  Abstract This paper presents large-scale naturalistic and spontaneous facial expression classification on uncontrolled webcam data. We describe an active learning approach that helped us efficiently acquire and hand-label hundreds of thousands of non-neutral spontaneous and natural expressions from thousands of different individuals. With the increased numbers of training samples a classic RBF SVM classifier, widely […]

  • Facial Expression Analysis