98%
921
2 minutes
20
. Emotions are a crucial part of our human nature. The recognition of emotions is an essential component of our social and emotional skills. Facial expressions serve as a key element in discerning others' emotions. Different databases of images of facial emotion expressions exist worldwide; however, most of them are limited to only adult faces and include only the six basic emotions, as well as neutral faces, ignoring more complex emotional expressions. Here, we present the Children's Emotions Database (CED), a novel repository featuring both basic and complex facial expressions captured from preschool-aged children. The CED is one of the first databases to include complex emotional expressions in preschoolers. Our aim was to develop such a database that can be used further for research and applied purposes. Three 6-year-old children (one female) were photographed while showing different facial emotional expressions. The photos were taken under standardized conditions. The children were instructed to express each of the following basic emotions: happiness, pleasant surprise, sadness, fear, anger, disgust; a neutral face; and four complex emotions: pride, guilt, compassion, and shame; this resulted in a total of eleven expressions for each child. Two photos per child were reviewed and selected for validation. The photo validation was performed with a sample of 104 adult raters (94 females; aged 19-70 years; M = 29.9; SD = 11.40) and a limited sample of 32 children at preschool age (17 girls; aged 4-7 years; M = 6.5; SD = 0.81). The validation consisted of two tasks-free emotion labeling and emotion recognition (with predefined labels). Recognition accuracy for each expression was calculated. While basic emotions and neutral expressions were recognized with high accuracy, complex emotions were less accurately identified, consistent with the existing literature on the developmental challenges in recognizing such emotions. The current work is a promising new database of preschoolers' facial expressions consisting of both basic and complex emotions. This database offers a valuable resource for advancing research in emotional development, educational interventions, and clinical applications tailored to early childhood.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC12293699 | PMC |
http://dx.doi.org/10.3390/children12070816 | DOI Listing |
Maturitas
August 2025
Turku PET Centre, University of Turku and Åbo Akademi University, Finland; Turku University Hospital, Turku, Finland; Department of Psychology, University of Turku, Finland. Electronic address:
Objectives: Faces and bodies serve as important cues of physical attractiveness and reproductive fitness. Previous studies indicate that there are sex-related differences in the visual processing of erotic stimuli. We investigated gaze patterns and sex differences during sexual perception.
View Article and Find Full Text PDFIEEE Trans Pattern Anal Mach Intell
September 2025
In this paper, we propose a novel framework, Combo, for harmonious co-speech holistic 3D human motion generation and efficient customizable adaption. In particular, we identify that one fundamental challenge as the multiple-input-multiple-output (MIMO) nature of the generative model of interest. More concretely, on the input end, the model typically consumes both speech signals and character guidance (e.
View Article and Find Full Text PDFBioact Mater
December 2025
Department of Plastic Surgery, Peking University Third Hospital, Beijing, 100191, China.
Craniofacial muscles are essential for a variety of functions, including fine facial expressions. Severe injuries to these muscles often lead to more devastating consequences than limb muscle injuries, resulting in the loss of critical functions such as mastication and eyelid closure, as well as facial aesthetic impairment. Therefore, the development of targeted repair strategies for craniofacial muscle injuries is crucial.
View Article and Find Full Text PDFOral Surg Oral Med Oral Pathol Oral Radiol
August 2025
Chief Nurse of Dental Science, State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China. Electronic address:
Objective: This study aimed to investigate the effects of structured orofacial muscle rehabilitation training (OMRT) on the recovery of facial expression muscles in patients with skeletal Class II malocclusion after orthognathic surgery.
Study Design: This randomized controlled trial enrolled 56 skeletal Class II malocclusion patients who underwent orthognathic surgery. The intervention group received structured OMRT, while the control group received standard postoperative care.
Gene
September 2025
Department of Cardiac Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital(Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China; Department of Neck and Thoracic Surgery, Yingde People's Hospital, Yingde, Guangdong, China. Electronic add
Background: Recurrent 10p15.3 microdeletion syndrome is a rare multisystem disorder characterized by abnormal facial features, global developmental delay (DD)/intellectual disability (ID), short stature, hand/foot malformation, and congenital heart defects (CHDs). However, the specific genetic defects that contribute to the cardiac phenotype remain unclear.
View Article and Find Full Text PDF