ArticleFrontiers in psychology2018
Human Observers and Automated Assessment of Dynamic Emotional Facial Expressions: KDEF-dyn Database Validation.
Article in Frontiers in psychology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- New Trends in Emotion Recognition Using Image Analysis by Neural Networks, A Systematic Review.Sensors (Basel, Switzerland) · 2023Pooled it
- Deliberate Facial Mimicry As a Skill That Predicts Emotion Recognition Performance.Affective science · 2026Article
- Spatial and Sequential Organization of Gaze During Facial Expression Recognition Tasks.Behavioral sciences (Basel, Switzerland) · 2026Article
- Impaired recognition of facial expressions of emotions in refugees: The role of war-related trauma.Journal of traumatic stress · 2026Article
- Personalized Cognitive Support via Social Robots.Sensors (Basel, Switzerland) · 2025Review
- Social cognition, psychosocial development and well-being in galactosemia.Orphanet journal of rare diseases · 2024Article
- "Show Me What You Got": The Nomological Network of the Ability to Pose Facial Emotion Expressions.Journal of Intelligence · 2024Article
- Measuring dynamic emotional experiences in response to media stimuli.Frontiers in psychology · 2024Review
- Facial Expressions as an Index of Listening Difficulty and Emotional Response.Seminars in hearing · 2023Review
- Human and machine recognition of dynamic and static facial expressions: prototypicality, ambiguity, and complexity.Frontiers in psychology · 2023Review
- Training machine learning algorithms for automatic facial coding: The role of emotional facial expressions' prototypicality.PloS one · 2023Article
- What is missing in the study of emotion expression?Frontiers in psychology · 2023Review
- Automatic facial coding predicts self-report of emotion, advertisement and brand effects elicited by video commercials.Frontiers in neuroscience · 2023Article
- Automated detection of smiles as discrete episodes.Journal of oral rehabilitation · 2022Article
- Unity Assumption in Audiovisual Emotion Perception.Frontiers in neuroscience · 2022Article
- What's in a face: Automatic facial coding of untrained study participants compared to standardized inventories.PloS one · 2022Article
- Human and machine validation of 14 databases of dynamic facial expressions.Behavior research methods · 2021Article
- An eye-tracking study of interpersonal threat sensitivity and adverse childhood experiences in borderline personality disorder.Borderline personality disorder and emotion dysregulation · 2021Article
- Facial expressions of Asian people exposed to constructed urban forests: Accuracy validation and variation assessment.PloS one · 2021Article
- Automatic Facial Expression Recognition in Standardized and Non-standardized Emotional Expressions.Frontiers in psychology · 2021Article
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4 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Most experimental studies of facial expression processing have used static stimuli (photographs), yet facial expressions in daily life are generally dynamic. In its original photographic format, the Karolinska Directed Emotional Faces (KDEF) has been frequently utilized. In the current study, we validate a dynamic version of this database, the KDEF-dyn. To this end, we applied animation between neutral and emotional expressions (happy, sad, angry, fearful, disgusted, and surprised; 1,033-ms unfolding) to 40 KDEF models, with morphing software. Ninety-six human observers categorized the expressions of the resulting 240 video-clip stimuli, and
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