Detection of emotional faces: The role of spatial frequencies and local features

被引:2
|
作者
Entzmann, Lea [1 ,2 ,3 ,4 ]
Guyader, Nathalie [2 ]
Kauffmann, Louise [1 ]
Peyrin, Carole [1 ]
Mermillod, Martial [1 ]
机构
[1] Univ Grenoble Alpes, Univ Savoie Mont Blanc, CNRS, LPNC, F-38000 Grenoble, France
[2] Univ Grenoble Alpes, GIPSA Lab, CNRS, Grenoble INP, F-38000 Grenoble, France
[3] Univ Iceland, Sch Hlth Sci, Iceland Vis Lab, Reykjavik, Iceland
[4] Batiment Michel Dubois, LPNC, 1251 Ave Cent, F-38400 St Martin Dheres, France
关键词
Facial expressions; Eye movements; Spatial frequencies; Contrast; Visual saliency; FACIAL EXPRESSION RECOGNITION; TIME-COURSE; NATURAL IMAGES; NEURAL-NETWORK; HUMAN AMYGDALA; VISUAL-SEARCH; PERCEPTION; ATTENTION; FEAR; CATEGORIZATION;
D O I
10.1016/j.visres.2023.108281
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Models of emotion processing suggest that threat-related stimuli such as fearful faces can be detected based on the rapid extraction of low spatial frequencies. However, this remains debated as other models argue that the decoding of facial expressions occurs with a more flexible use of spatial frequencies. The purpose of this study was to clarify the role of spatial frequencies and differences in luminance contrast between spatial frequencies, on the detection of facial emotions. We used a saccadic choice task in which emotional-neutral face pairs were presented and participants were asked to make a saccade toward the neutral or the emotional (happy or fearful) face. Faces were displayed either in low, high, or broad spatial frequencies. Results showed that participants were better to saccade toward the emotional face. They were also better for high or broad than low spatial frequencies, and the accuracy was higher with a happy target. An analysis of the eye and mouth saliency of our stimuli revealed that the mouth saliency of the target correlates with participants' performance. Overall, this study underlines the importance of local more than global information, and of the saliency of the mouth region in the detection of emotional and neutral faces.
引用
收藏
页数:17
相关论文
共 50 条
  • [11] The role of spatial frequency information for ERP components sensitive to faces and emotional facial expression
    Holmes, A
    Winston, JS
    Eimer, M
    COGNITIVE BRAIN RESEARCH, 2005, 25 (02): : 508 - 520
  • [12] Faces are "spatial" - Holistic face perception is supported by low spatial frequencies
    Goffaux, Valerie
    Rossion, Bruno
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2006, 32 (04) : 1023 - 1039
  • [13] Spatial Frequencies Affect Cuteness Perception of Infant Faces
    Zhou, Mengni
    Li, Huazhi
    Li, Qingqing
    Uehara, Tsubasa
    Yao, Lichang
    Yang, Jiajia
    Ejima, Yoshimichi
    Takahashi, Satoshi
    Wu, Jinglong
    EMOTION, 2023, 23 (02) : 512 - 520
  • [14] Relevance of spatial frequencies for the attentional bias to threatening faces
    Schmidt-Daffy, Martin
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2008, 43 (3-4) : 515 - 515
  • [15] Recognition memory for low- and high-frequency-filtered emotional faces: Low spatial frequencies drive emotional memory enhancement, whereas high spatial frequencies drive the emotion-induced recognition bias
    Michaela Rohr
    Johannes Tröger
    Nils Michely
    Alarith Uhde
    Dirk Wentura
    Memory & Cognition, 2017, 45 : 699 - 715
  • [16] Recognition memory for low- and high-frequency-filtered emotional faces: Low spatial frequencies drive emotional memory enhancement, whereas high spatial frequencies drive the emotion-induced recognition bias
    Rohr, Michaela
    Troeger, Johannes
    Michely, Nils
    Uhde, Alarith
    Wentura, Dirk
    MEMORY & COGNITION, 2017, 45 (05) : 699 - 715
  • [17] Spatial Configuration of Local Shape Features for Discriminative Object Detection
    Szumilas, Lech
    Wildenauer, Horst
    ADVANCES IN VISUAL COMPUTING, PT 1, PROCEEDINGS, 2009, 5875 : 22 - +
  • [18] The role of spatial modulations of local visual features in image recognition
    Yavna, D. V.
    Babenko, V. V.
    PERCEPTION, 2014, 43 (01) : 76 - 76
  • [19] Modulating adaptation to emotional faces by spatial frequency filtering
    Prete, Giulia
    Laeng, Bruno
    Tommasi, Luca
    PSYCHOLOGICAL RESEARCH-PSYCHOLOGISCHE FORSCHUNG, 2018, 82 (02): : 310 - 323
  • [20] Spatial frequencies or emotional effects? A systematic measure of spatial frequencies for IAPS pictures by a discrete wavelet analysis
    Delplanque, Sylvain
    N'diaye, Karim
    Scherer, Klaus
    Grandjean, Didier
    JOURNAL OF NEUROSCIENCE METHODS, 2007, 165 (01) : 144 - 150