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Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform

Gürpınar, Cemal; Takır, Şeyma; Biçer, Erhan; Uluer, Pınar; Arıca, Nafiz; Köse, Hatice (Elsevier, 2022)

This paper presents a contrastive learning-based facial action unit detection system for children with hearing impairments to be used on a socially assistive humanoid robot platform. The spontaneous facial data of children ...
Enhanced facial action unit detection with adaptable patch sizes on representative landmarks

Çakır, Duygu; Yılmaz, Görkem; Arıca, Nafiz (Springer Science and Business Media Deutschland GmbH, 2025)

The human face displays expressions through the contraction of various facial muscles. The Facial Action Coding System (FACS) is a widely accepted taxonomy that describes all visible changes in the face in terms of action ...