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第17卷 智能系统学报 ·1052· 238-252 EmotioNet challenge 2020 rethinking the model chosen [55]HESS U,KLECK R E.Differentiating emotion elicited problem in multi-task learning[C]//2020 IEEE/CVF Con- and deliberate emotional facial expressions[J].European ference on Computer Vision and Pattern Recognition journal of social psychology,1990,20(5):369-385. Workshops(CVPRW).Seattle,IEEE,2020:1653-1656. [56]SCHMIDT K L.BHATTACHARYA S,DENLINGER R. [68]KOSSAIFI J,TZIMIROPOULOS G.TODOROVIC S,et Comparison of deliberate and spontaneous facial move- al.AFEW-VA database for valence and arousal estima- ment in smiles and eyebrow raises[J].Journal of non- tion in-the-wild[J].Image and vision computing,2017, verbal behavior,2009,33(1):35-45. 65:23-36. 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AFEW-VA database for valence and arousal estimation in-the-wild[J]. Image and vision computing, 2017, 65: 23–36. [68] CARROLL J M, RUSSELL J A. Do facial expressions signal specific emotions? Judging emotion from the face in context[J]. Journal of personality and social psychology, 1996, 70(2): 205–218. [69] DURÁN J I, REISENZEIN R, FERNÁNDEZ-DOLS J M. Coherence Between Emotions and Facial Expressions[M]. [S. l. ]: Oxford University Press, 2017. [70] DURÁN J I, FERNÁNDEZ-DOLS J M. Do emotions result in their predicted facial expressions? A meta-analysis of studies on the co-occurrence of expression and emotion[J]. Emotion (Washington, D C), 2021, 21(7): 1550–1569. [71] BARRETT L F, ADOLPHS R, MARSELLA S, et al. Emotional expressions reconsidered: challenges to inferring emotion from human facial movements[J]. Psychological science in the public interest: a journal of the American Psychological Society, 2019, 20(1): 1–68. [72] BARRETT L F. Psychological construction: the Darwinian approach to the science of emotion[J]. Emotion review, 2013, 5(4): 379–389. [73] ZHANG Xing, YIN Lijun, COHN J F, et al. BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database[J]. Image and vision computing, 2014, 32(10): 692–706. [74] AVIEZER H, TROPE Y, TODOROV A. Body cues, not facial expressions, discriminate between intense positive and negative emotions[J]. Science, 2012, 338(6111): 1225–1229. [75] BARRETT L F, MESQUITA B, GENDRON M. Context in emotion perception[J]. Current directions in psychological science, 2011, 20(5): 286–290. [76] AVIEZER H, HASSIN R, BENTIN S, et al. Putting facial expressions back in context[EB/OL]. 2008. [2020– 01–01]. http://cel.huji.ac.il/publications/pdfs/Aviezer_et_al_ 2008_Chapter_in_First_Impressions.pdf [77] RUSSELL J A. Core affect and the psychological construction of emotion[J]. Psychological review, 2003, 110(1): 145–172. [78] VALSTAR M, SCHULLER B, SMITH K, et al. AVEC 2014: 3D dimensional affect and depression recognition [79] 第 17 卷 智 能 系 统 学 报 ·1052·