Cited by 793Face Recognition and PerceptionEmotion and Mood RecognitionFace and Expression Recognition

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The Karolinska Directed Emotional Faces: A validation study

Goeleven, Ellen, De Raedt, Rudi, Leyman, Lemke, Verschuere, Bruno·2008·Cognition & Emotion

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Abstract

Although affective facial pictures are widely used in emotion research, standardised affective stimuli sets are rather scarce, and the existing sets have several limitations. We therefore conducted a validation study of 490 pictures of human facial expressions from the Karolinska Directed Emotional Faces database (KDEF). Pictures were evaluated on emotional content and were rated on an intensity and arousal scale. Results indicate that the database contains a valid set of affective facial pictures. Hit rates, intensity, and arousal of the 20 best KDEF pictures for each basic emotion are provided in an appendix.

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Facial action coding system
Ekman, P., & Friesen, W. V. (2019) · PsycTESTS Dataset · doi:10.1037/t27734-000 · Cited by 6,019
Handbook of Psychophysiology
(2001) · doi:10.1017/cbo9780511546396 · Cited by 4,482
Pictures of Facial Affect
Ekman, P. (1976) · Medical Entomology and Zoology · Cited by 4,345
Facial expression and emotion
Ekman, P. (1993) · American Psychologist · doi:10.1037/0003-066x.48.4.384 · Cited by 3,441
Looking at pictures: Affective, facial, visceral, and behavioral reactions
LANG, P. J., GREENWALD, M. K., BRADLEY, M. M., & HAMM, A. O. (1993) · Psychophysiology · doi:10.1111/j.1469-8986.1993.tb03352.x · Cited by 3,190
International Affective Picture System (IAPS) : Technical Manual and Affective Ratings
Lang, P. J. (1995) · Medical Entomology and Zoology · Cited by 2,870
Emotion elicitation using films
Gross, J. J., & Levenson, R. W. (1995) · Cognition & Emotion · doi:10.1080/02699939508408966 · Cited by 2,179
Likableness ratings of 555 personality-trait words.
Anderson, N. H. (1968) · Journal of Personality and Social Psychology · doi:10.1037/h0025907 · Cited by 1,670
Motivated attention : affect, activation, and action
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1997) · Medical Entomology and Zoology · Cited by 1,486
Do threatening stimuli draw or hold visual attention in subclinical anxiety?
Fox, E., Russo, R., Bowles, R., & Dutton, K. (2001) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.130.4.681 · Cited by 1,469

Show all 26 references

Research works printed but not linked: 7

Beaupré M. G., 2000, The Montreal Set of Facial Displays of Emotion
Bradley M. M., 1999, Affective Norms for English Words (ANEW): Instruction manual and affective ratings. Technical report no. B-2
Bradley M. M., 1999, International Affective Digitized Sounds (IADS): Stimuli, instruction manual and affective ratings. Technical report no. B-2
Lundqvist D., 1998, The Karolinska Directed Emotional Faces (KDEF)
Matsumoto D., 1988, Japanese and Caucasian facial expressions of emotion (JACFEE)
Messina D., 1989, Cahiers de Psychologie Cognitive, 9, 165
Schaefer A., 2005, A multi-criteria assessment of emotional films

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Authors: Goeleven, E., De Raedt, R., Leyman, L., & Verschuere, B.
Affiliations: Ghent University (BE)
Venue: Cognition & Emotion
Publisher: Informa UK Limited
Published: 2008-09
Volume: 22
Issue: 6
Pages: 1094-1118
ISSN: 0269-9931 (ISSN-L)
1464-0600
DOI: 10.1080/02699930701626582
OpenAlex: W2042333532
Cited by: 793
References: 26
Citations by year: 2026: 30 · 2025: 48 · 2024: 58 · 2023: 59 · 2022: 82 · 2021: 76 · 2020: 68 · 2019: 50 · 2018: 46 · 2017: 41 · 2016: 32 · 2015: 36 · 2014: 33 · 2013: 40 · 2012: 30
FWCI: 10.03
Type: journal article
Language: en
Open access: closed
Locations: Cognition & Emotion (publishedVersion)
Ghent University Academic Bibliography (Ghent University) (submittedVersion)
Topics: Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
Physical Sciences › Computer Science › Artificial Intelligence › Emotion and Mood Recognition
Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Face and Expression Recognition
Keywords: KDEF, emotion recognition, stimulus validation, emotional intensity, arousal ratings, basic emotions

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The Karolinska Directed Emotional Faces: A validation study

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