| dc.contributor.author | KAYABOL, KORAY | |
| dc.contributor.author | Akan, Aydin | |
| dc.contributor.author | Kutluk, Sezer | |
| dc.date.accessioned | 2021-03-03T17:35:32Z | |
| dc.date.available | 2021-03-03T17:35:32Z | |
| dc.identifier.citation | Kutluk S., KAYABOL K., Akan A., "A Probabilistic Method for the Classification of Hyperspectral Images", 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.905-908 | |
| dc.identifier.other | av_4a746bc3-0c7f-4d1b-8cb6-dfb0121a28bb | |
| dc.identifier.other | vv_1032021 | |
| dc.identifier.uri | http://hdl.handle.net/20.500.12627/53493 | |
| dc.identifier.uri | https://doi.org/10.1109/siu.2016.7495887 | |
| dc.description.abstract | In this study a supervised classification and dimensionality reduction method for hyperspectral images is proposed. For this purpose, using probabilistic principal component analysis (PPCA), dimensionality reduction is performed and a Gaussian mixture model (GMM) is built. Alongside this mixture model, spatial information is also included into the classification process by taking advantage of pixel neighborhoods. | |
| dc.language.iso | eng | |
| dc.subject | Sinyal İşleme | |
| dc.subject | Mühendislik ve Teknoloji | |
| dc.subject | MÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK | |
| dc.subject | Mühendislik | |
| dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
| dc.subject | Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği | |
| dc.title | A Probabilistic Method for the Classification of Hyperspectral Images | |
| dc.type | Bildiri | |
| dc.contributor.department | Gebze Teknik Üniversitesi , , | |
| dc.contributor.firstauthorID | 148542 | |
