Land Use Classification via Multispectral Information
MULTISPECTRAL SATELLITE IMAGE UNDERSTANDING: FROM LAND CLASSIFICATION TO BUILDING AND ROAD DETECTION, ss.83-98, 2011 (SCI-Expanded)
- Yayın Türü: Makale / Tam Makale
- Basım Tarihi: 2011
- Doi Numarası: 10.1007/978-0-85729-667-2_7
- Dergi Adı: MULTISPECTRAL SATELLITE IMAGE UNDERSTANDING: FROM LAND CLASSIFICATION TO BUILDING AND ROAD DETECTION
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED)
- Sayfa Sayıları: ss.83-98
- Marmara Üniversitesi Adresli: Hayır
Özet
In Chap. 6, our land use classification approach was based on the organization of straight lines (structure) in panchromatic images. It is well-known that multispectral information also offers a great deal of information for land use classification. This chapter describes an approach to combining structural information, obtained from 1 m panchromatic Ikonos images with spectral information, obtained from the corresponding 4 m multispectral images with application to identifying areas of significant land development. There are several contributions in the literature in which spatial and spectral features have been combined in land use classification and related problems. However, none to date use the line support region structural feature, as we do.(1)