测量情绪的面部表情。
Measuring facial expression of emotion.
作者信息
Wolf Karsten
机构信息
Clinical Director, Marienheide Mental Health Centre, Germany.
出版信息
Dialogues Clin Neurosci. 2015 Dec;17(4):457-62. doi: 10.31887/DCNS.2015.17.4/kwolf.
Abstract
Research into emotions has increased in recent decades, especially on the subject of recognition of emotions. However, studies of the facial expressions of emotion were compromised by technical problems with visible video analysis and electromyography in experimental settings. These have only recently been overcome. There have been new developments in the field of automated computerized facial recognition; allowing real-time identification of facial expression in social environments. This review addresses three approaches to measuring facial expression of emotion and describes their specific contributions to understanding emotion in the healthy population and in persons with mental illness. Despite recent progress, studies on human emotions have been hindered by the lack of consensus on an emotion theory suited to examining the dynamic aspects of emotion and its expression. Studying expression of emotion in patients with mental health conditions for diagnostic and therapeutic purposes will profit from theoretical and methodological progress.
摘要
近几十年来，对情绪的研究有所增加，尤其是在情绪识别方面。然而，在实验环境中，对情绪面部表情的研究受到可见视频分析和肌电图技术问题的影响。这些问题直到最近才得以克服。自动计算机面部识别领域有了新的发展；能够在社交环境中实时识别面部表情。本综述探讨了测量情绪面部表情的三种方法，并描述了它们在理解健康人群和精神疾病患者情绪方面的具体贡献。尽管最近取得了进展，但由于缺乏适用于研究情绪动态方面及其表达的情绪理论的共识，对人类情绪的研究受到了阻碍。为了诊断和治疗目的而研究心理健康状况患者的情绪表达将受益于理论和方法上的进步。
相似文献
1
Measuring facial expression of emotion.测量情绪的面部表情。
Dialogues Clin Neurosci. 2015 Dec;17(4):457-62. doi: 10.31887/DCNS.2015.17.4/kwolf.
2
Joint recognition-expression impairment of facial emotions in Huntington's disease despite intact understanding of feelings.亨廷顿病患者尽管能够理解情感，但仍存在面部情绪的联合识别-表达障碍。
Cortex. 2013 Feb;49(2):549-58. doi: 10.1016/j.cortex.2011.12.003. Epub 2011 Dec 16.
3
Impairments of facial emotion recognition and theory of mind in methamphetamine abusers.冰毒滥用者的面部情绪识别和心理理论损伤。
Psychiatry Res. 2011 Mar 30;186(1):80-4. doi: 10.1016/j.psychres.2010.06.027. Epub 2011 Feb 12.
4
The recognition of facial emotion expressions in Parkinson's disease.帕金森病患者对面部情绪表达的识别。
Eur Neuropsychopharmacol. 2008 Nov;18(11):835-48. doi: 10.1016/j.euroneuro.2008.07.004. Epub 2008 Aug 15.
5
Misreading the facial signs: specific impairments and error patterns in recognition of facial emotions with negative valence in borderline personality disorder.误读面部表情：边缘型人格障碍患者识别负性面部情绪时的特定损伤和错误模式。
Psychiatry Res. 2011 Oct 30;189(3):419-25. doi: 10.1016/j.psychres.2011.02.010. Epub 2011 Mar 22.
6
Face to face: blocking facial mimicry can selectively impair recognition of emotional expressions.面对面：阻断面部模仿会选择性地损害对情绪表情的识别。
Soc Neurosci. 2007;2(3-4):167-78. doi: 10.1080/17470910701391943.
7
Compound facial expressions of emotion: from basic research to clinical applications.复合情绪面部表情：从基础研究到临床应用
Dialogues Clin Neurosci. 2015 Dec;17(4):443-55. doi: 10.31887/DCNS.2015.17.4/sdu.
8
A small-world network model of facial emotion recognition.一种面部表情识别的小世界网络模型。
Q J Exp Psychol (Hove). 2016;69(8):1508-29. doi: 10.1080/17470218.2015.1086393. Epub 2015 Oct 27.
9
Intensity-dependent facial emotion recognition and cognitive functions in Parkinson's disease.帕金森病患者的面部情绪识别与认知功能的强度依赖性
J Int Neuropsychol Soc. 2010 Sep;16(5):867-76. doi: 10.1017/S1355617710000755. Epub 2010 Jul 27.
10
Intact emotion recognition and experience but dysfunctional emotion regulation in idiopathic Parkinson's disease.特发性帕金森病患者情绪识别与体验完整，但情绪调节功能失调。
J Neurol Sci. 2016 Feb 15;361:72-8. doi: 10.1016/j.jns.2015.12.007. Epub 2015 Dec 8.
引用本文的文献
1
Automated analysis of emotional expressions in dogs based on geometric morphometrics.基于几何形态测量学的犬类情绪表达自动分析
Sci Rep. 2025 Sep 2;15(1):32331. doi: 10.1038/s41598-025-15741-y.
2
Objective Measurement of Musculoskeletal Pain: A Comprehensive Review.肌肉骨骼疼痛的客观测量：全面综述。
Diagnostics (Basel). 2025 Jun 22;15(13):1581. doi: 10.3390/diagnostics15131581.
3
Recognition of Basic Emotions Through Facial Expressions in Children with Attention-Deficit/Hyperactivity Disorder.注意缺陷多动障碍儿童通过面部表情识别基本情绪
Rev Neurol. 2025 Jun 25;80(5):37508. doi: 10.31083/RN37508.
4
Facial expression recognition through muscle synergies and estimation of facial keypoint displacements through a skin-musculoskeletal model using facial sEMG signals.通过肌肉协同作用进行面部表情识别，并使用面部表面肌电信号通过皮肤-肌肉骨骼模型估计面部关键点位移。
Front Bioeng Biotechnol. 2025 Feb 12;13:1490919. doi: 10.3389/fbioe.2025.1490919. eCollection 2025.
5
"Sentio ergo est": Unmasking the psychological realities of emotional misperception.“我感知，故我在”：揭开情绪误判的心理真相。
Perception. 2025 Jan;54(1):3-31. doi: 10.1177/03010066241302996. Epub 2024 Dec 9.
6
Linking Affect Dynamics and Well-Being: A Novel Methodological Approach for Mental Health.关联情感动态与幸福感：一种心理健康的新方法学途径。
Healthcare (Basel). 2024 Aug 24;12(17):1690. doi: 10.3390/healthcare12171690.
7
Autism spectrum disorder detection using facial images: A performance comparison of pretrained convolutional neural networks.使用面部图像检测自闭症谱系障碍：预训练卷积神经网络的性能比较
Healthc Technol Lett. 2024 Jan 8;11(4):227-239. doi: 10.1049/htl2.12073. eCollection 2024 Aug.
8
Automating the analysis of facial emotion expression dynamics: A computational framework and application in psychotic disorders.自动化面部情绪表达动态分析：一个计算框架及其在精神障碍中的应用。
Proc Natl Acad Sci U S A. 2024 Apr 2;121(14):e2313665121. doi: 10.1073/pnas.2313665121. Epub 2024 Mar 26.
9
Optomyography-based sensing of facial expression derived arousal and valence in adults with depression.基于眼动肌电图的抑郁症成年患者面部表情所衍生的唤醒度和效价感知
Front Psychiatry. 2023 Aug 8;14:1232433. doi: 10.3389/fpsyt.2023.1232433. eCollection 2023.
10
An Analysis of Body Language of Patients Using Artificial Intelligence.利用人工智能对患者肢体语言的分析
Healthcare (Basel). 2022 Dec 10;10(12):2504. doi: 10.3390/healthcare10122504.
本文引用的文献
1
Common impairments of emotional facial expression recognition in schizophrenia across French and Japanese cultures.法国和日本文化中精神分裂症患者面部表情情感识别的常见损伤。
Front Psychol. 2015 Jul 23;6:1018. doi: 10.3389/fpsyg.2015.01018. eCollection 2015.
2
Functional mapping of dynamic happy and fearful facial expressions in young adults with familial risk for psychosis - Oulu Brain and Mind Study.有精神病家族风险的年轻人动态快乐和恐惧面部表情的功能映射——奥卢脑与心智研究
Schizophr Res. 2015 May;164(1-3):242-9. doi: 10.1016/j.schres.2015.01.039. Epub 2015 Feb 18.
3
Facial muscle activation patterns in healthy male humans: a multi-channel surface EMG study.健康男性人类面部肌肉激活模式的多通道表面肌电图研究。
J Neurosci Methods. 2010 Mar 15;187(1):120-8. doi: 10.1016/j.jneumeth.2009.12.019. Epub 2010 Jan 11.
4
A review of emotion deficits in schizophrenia.精神分裂症情感缺陷综述。
Dialogues Clin Neurosci. 2006;8(1):59-70. doi: 10.31887/DCNS.2006.8.1/ftremeau.
5
The facial pattern of disgust, appetence, excited joy and relaxed joy: an improved facial EMG study.厌恶、喜好、兴奋的喜悦和放松的喜悦的面部模式：一项改进的面部肌电图研究。
Scand J Psychol. 2005 Oct;46(5):403-9. doi: 10.1111/j.1467-9450.2005.00471.x.
6
Facial expressiveness in patients with schizophrenia compared to depressed patients and nonpatient comparison subjects.精神分裂症患者与抑郁症患者及非患者对照对象的面部表情。
Am J Psychiatry. 2005 Jan;162(1):92-101. doi: 10.1176/appi.ajp.162.1.92.
7
[Identification of possible cognizance parameters of "mimic disintegration" in schizophrenia using facial electromyography].[使用面部肌电图识别精神分裂症中“模拟解体”的可能认知参数]
Nervenarzt. 2005 Sep;76(9):1103-4, 1105-8. doi: 10.1007/s00115-004-1782-8.
8
[Phenomenology of expression].[表达的现象学]
Psychiatr Neurol (Basel). 1957 Sep-Oct;134(3-4):203-14.
9
[The expressive syndrome of mimic disintegration in chronic schizophrenics].[慢性精神分裂症患者表情解体的表现综合征]
Schweiz Med Wochenschr. 1957 Aug 31;87(35-36):1126-8.
10
On the broad applicability of the affective circumplex: representations of affective knowledge among schizophrenia patients.关于情感环状模型的广泛适用性：精神分裂症患者的情感知识表征
Psychol Sci. 2003 May;14(3):207-14. doi: 10.1111/1467-9280.02433.
Zotero 插件