Pixel based change detection using an ensemble of fuzzy and binary logic operations
32nd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Almanya, 22 - 27 Temmuz 2012, ss.6185-6187, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/igarss.2012.6352669
- Basıldığı Şehir: Munich
- Basıldığı Ülke: Almanya
- Sayfa Sayıları: ss.6185-6187
- İstanbul Medipol Üniversitesi Adresli: Hayır
Özet
Change detection from bitemporal satellite images (taken from the same region in different times) may be used in various applications such as forest monitoring, earthquake damage assessment, and unlawful occupation. There are various approaches to detect changes from satellite images. One set of methods utilizes pixel based operations. In this study, we propose an alternative method for pixel based change detection using an ensemble of fuzzy and binary logic operations. We tested our method on 18 Ikonos image pairs and discuss its strengths and weaknesses compared to the existing methods in the literature. © 2012 IEEE.