A change detection method for remotely sensed multi-spectral and multi-temporal images using 3-D segmentation

Author

Yamamoto, Takahiro ; Hanaizumi, Hiroshi ; Chino, Shinji

Author_Institution

Dept. of Syst. Eng., Hosei Univ., Koganei, Japan

Volume

1

fYear

1999

fDate

1999

Firstpage

77

Abstract

A new method is proposed for detection of the temporal changes using 3-dimensional segmentation. The method is regarded as a clustering method for temporal changes. The spatial segmentation technique is used for reduction of apparent change due to noise. The proposed method is successfully applied to actual multi-temporal and multispectral LANDSAT/TM images

Keywords

geophysical signal processing; geophysical techniques; image segmentation; image sequences; multidimensional signal processing; remote sensing; terrain mapping; 3-dimensional segmentation; LANDSAT; TM image; change detection method; clustering method; geophysical measurement technique; image processing; image segmentation; image sequence; land surface; multispectral method; multitemporal image; optical imaging; remote sensing; spatial segmentation; temporal change; terrain mapping; three dimensional method; Clustering methods; Data mining; Image analysis; Image segmentation; Multispectral imaging; Noise reduction; Pixel; Remote sensing; Satellites; Systems engineering and theory;

fLanguage

English

Publisher

ieee

Conference_Titel

Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International

Conference_Location

Hamburg

Print_ISBN

0-7803-5207-6

Type

conf

DOI

10.1109/IGARSS.1999.773406

Filename

773406