Search Results - "Takir, Seyma"
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The Contribution of Explainable Machine Learning Algorithms Using ROI-based Brain Surface Morphology Parameters in Distinguishing Early-onset Schizophrenia From Bipolar Disorder
Published in Academic radiology (01-09-2024)“…To differentiate early-onset schizophrenia (EOS) from early-onset bipolar disorder (EBD) using surface-based morphometry measurements and brain volumes using…”
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Journal Article -
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Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform
Published in Image and vision computing (01-12-2022)“…[Display omitted] •Novel application of two different DA methods to improve the facial AU detection.•Contrastive learning as a domain adaptation method with a…”
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Journal Article -
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Sentiment Analysis in Turkish Sign Language Through Facial Expressions and Hand Gestures
Published in 2024 32nd Signal Processing and Communications Applications Conference (SIU) (15-05-2024)“…In sign languages, where communication is achieved through hand gestures, facial expressions and body language, signs are the subject of many studies due to…”
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Conference Proceeding -
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Masking and Compression Techniques for Efficient Action Unit Detection of Children for Social Robots
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15-05-2022)“…This paper proposes masking and compression techniques for action unit detection of children to be used on a social robot. The aim of the study is to develop a…”
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Conference Proceeding -
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RPPG Detection in Children with Autism Spectrum Disorder during Robot-child Interaction Studies
Published in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA) (30-11-2022)“…Children with ASD (Autism spectrum disorder) have difficulties in expressing their emotions and social interaction with their environment. In recent studies,…”
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Conference Proceeding