dc.contributor.author | Gunay, Melike | |
dc.contributor.author | Ensari, Tolga | |
dc.date.accessioned | 2021-03-03T21:10:28Z | |
dc.date.available | 2021-03-03T21:10:28Z | |
dc.identifier.citation | Gunay M., Ensari T., "Comparison of Face Recognition Algorithms", 25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017 | |
dc.identifier.other | vv_1032021 | |
dc.identifier.other | av_5dcb7dcc-f126-4faa-b70f-c2a0e8645170 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12627/65634 | |
dc.identifier.uri | https://doi.org/10.1109/siu.2017.7960469 | |
dc.description.abstract | in this study, we analyze the algorithms that is used for face recognition and make performance comparison of two algorithms. The methods that is analyzed are k-nearest neighbors, Naive Bayes, eigenfaces, principle component analysis (PCA) and k-means are implemented on ORL face dataset. As a result of the analysis, k-nearest neighbors algorithm and eigenfaces algoritm are the most successful and Naive Bayes has the worst performance result. Performance of k-nearest neighborhood which is the most succesfull one is decreasing from %94 to %91.5 after the princible component analysis. In addition, the difference increases to %7 for Naive Bayes algorithm. | |
dc.language.iso | eng | |
dc.subject | MÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK | |
dc.subject | Mühendislik | |
dc.subject | TELEKOMÜNİKASYON | |
dc.subject | Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği | |
dc.subject | Sinyal İşleme | |
dc.subject | Bilgisayar Bilimleri | |
dc.subject | Algoritmalar | |
dc.subject | Elektromanyetizma, Akustik, Isı Transferi, Klasik Mekanik ve Akışkanlar Dinamiği | |
dc.subject | Akustik | |
dc.subject | Bilgisayar Bilimi | |
dc.subject | Mühendislik ve Teknoloji | |
dc.subject | Temel Bilimler | |
dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
dc.subject | BİLGİSAYAR BİLİMİ, YAPAY ZEKA | |
dc.subject | Temel Bilimler (SCI) | |
dc.subject | Fizik | |
dc.subject | AKUSTİK | |
dc.title | Comparison of Face Recognition Algorithms | |
dc.type | Bildiri | |
dc.contributor.department | İstanbul Kültür Üniversitesi , , | |
dc.contributor.firstauthorID | 150603 | |