Comparison of Semantic Classification Algorithms on SAR Images
| dc.contributor.author | Turkmenli, Ilter | |
| dc.contributor.author | Kayabol, Koray | |
| dc.contributor.author | Aptoula, Erchan | |
| dc.date.accessioned | 2025-10-29T11:36:07Z | |
| dc.date.issued | 2018 | |
| dc.department | Fakülteler, Mühendislik Fakültesi, Elektronik Mühendisliği Bölümü | |
| dc.description | 26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEY | |
| dc.description.abstract | The improvements in SAR systems lead to obtain higher resolution images and consequently to increase the need for semantic classification of these images. In this paper, approximate sparse multinomial logistic regression (ASMLR) method is proposed for semantic classification of SAR images. Real SAR images are patch-based semantically classified using different feature extraction and classification methods and the classification performances are compared. | |
| dc.description.sponsorship | IEEE,Huawei,Aselsan,NETAS,IEEE Turkey Sect,IEEE Signal Proc Soc,IEEE Commun Soc,ViSRATEK,Adresgezgini,Rohde & Schwarz,Integrated Syst & Syst Design,Atilim Univ,Havelsan,Izmir Katip Celebi Univ | |
| dc.identifier.isbn | 978-1-5386-1501-0 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85050798955 | |
| dc.identifier.scopusquality | N/A | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14854/13070 | |
| dc.identifier.wos | WOS:000511448500112 | |
| dc.identifier.wosquality | N/A | |
| dc.indekslendigikaynak | Web of Science | |
| dc.indekslendigikaynak | Scopus | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 2018 26th Signal Processing and Communications Applications Conference (Siu) | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | KA_WOS_20251020 | |
| dc.subject | SAR image | |
| dc.subject | feature extraction | |
| dc.subject | patch based semantic classification | |
| dc.subject | ASMLR | |
| dc.title | Comparison of Semantic Classification Algorithms on SAR Images | |
| dc.type | Conference Object |
