Automated facial coding software outperforms people in recognizing neutral faces as neutral from standardized datasets
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Summary
This paper provides the first-ever evidence that computer software was more accurate in recognizing neutral faces than people were, and posited two theoretical mechanisms, i.e., smile-as-a-baseline and false recognition of emotion, as possible explanations for my findings.
- Type
- article
- Published
- 2015-09-11
- Cited by
- 81
- References
- 31
- Access
- Open access
- OpenAlex
- https://openalex.org/W1789579346
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:16278807
Keywords
Software, Facial recognition system, Coding (social sciences), Psychology, Emotion recognition
References
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Cited by
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- Commentary: Rethinking the Development of “Nonbasic” Emotions: A Critical Review of Existing Theories
- Understanding Customer Experience Throughout the Customer Journey
- Synchrony in Psychotherapy: A Review and an Integrative Framework for the Therapeutic Alliance
- Primal emotional-affective expressive foundations of human facial expression
- Face and Emotion Recognition on Commercial Property under EU Data Protection Law
- Embodied Resistance to Persuasion in Advertising
- Sensory-specific satiety: Added insights from autonomic nervous system responses and facial expressions.
- Greater ability to express positive emotion is associated with lower projected cardiovascular disease risk
- Does the ability to express different emotions predict different indices of physical health? A skill-based study of physical symptoms and heart rate variability.
- Nonverbal contention and contempt in U.K. parliamentary oversight hearings on fiscal and monetary policy
- Towards More Robust Automatic Facial Expression Recognition in Smart Environments
- Negative Facial Expressions – But Not Visual Scenes – Enhance Human Working Memory in Younger and Older Participants
- Automated Text Analysis for Consumer Research
- KDEF-PT: Valence, Emotional Intensity, Familiarity and Attractiveness Ratings of Angry, Neutral, and Happy Faces
- Music and Dementia: Individual Differences in Response to Personalized Playlists
- A novel pain assessment tool incorporating automated facial analysis: interrater reliability in advanced dementia
- Intelligent Consumer Flow and Experience Analysis System Based on Cognitive Intelligence: Smart Eye System
- Musical Features and Affective Responses to Personalized Playlists in People With Probable Dementia
- A comparison of students' emotional self-reports with automated facial emotion recognition in a reading situation
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