Title :
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
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;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
DOI :
10.1109/IGARSS.1999.773406
