Browsing by Author "Ezerceli, Özay"

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Convolutional neural network (CNN) algorithm based facial emotion recognition (FER) system for FER-2013 dataset

Ezerceli, Özay; Eskil, Mustafa Taner; 0000-0002-7877-7528 (IEEE, 2022-11-18)

Facial expression recognition (FER) is the key to understanding human emotions and feelings. It is an active area of research since human thoughts can be collected, processed, and used in customer satisfaction, politics, ...
Suicidal ideation detection from social media

Ezerceli, Özay (Işık Üniversitesi, 2023-08-24)

Suicidal ideation is a global cause of life-threatening injury and, most of the time, death. Mental health issues have been rapidly increasing, and most are being avoided without adequate treatment. Due to the developments ...
Web service translating content into Turkish sign language

Gümüşçekiçci, Gizem; Ezerceli, Özay; Tek, Faik Boray (Institute of Electrical and Electronics Engineers Inc., 2020-10-12)

The essential communication tool for people with hearing loss is sign language. It is way more efficient for their communication. Existing systems for translating the text into sign language are offline and not practical. ...