Browsing Fen Bilimleri Enstitüsü by Author "Kaya, Heysem."

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Robust machine learning methods for computational paralinguistics and multimodal affective computing

Kaya, Heysem. (Thesis (Ph.D.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2015., 2015.)

The analysis of a ect (e.g. emotions or mood), traits (e.g. personality), and social signals (e.g. frustration, disagreement) are of increasing interest in human computer interaction, in order to drive human-machine ...
Video and image based face analysis with extreme learning machines

Gürpınar, Furkan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2017., 2017.)

Automatic analysis of human behavior has been a diﬃcult problem due to noise, environmental diﬀerences and lack of annotation. While lab-controlled data provides an easier learning experiment, “in the wild” datasets require ...

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