Title :
The founding and application of pattern database for building recognition
Author :
QIN, Qiming ; Chen, Sijin ; Wang, Wenjun
Author_Institution :
Inst. of Remote Sensing & GIS, Peking Univ., Beijing, China
Abstract :
The founding of building pattern database is the key technique of building recognition of high resolution remote sensing imagery. This paper founded a simple pattern database by extracting the characteristics of building in remote sensing imagery and summing up several building patterns. Next, on the basis of patterns from the pattern database, this paper used the wavelet descriptor to describe the characteristics of buildings and utilized its affine invariant to recognize them. Then an image of Peking University was taken as an example to do the experiment. The result proved the method of founding pattern database was feasible.
Keywords :
data assimilation; feature extraction; geophysical techniques; image recognition; remote sensing; wavelet transforms; Peking University image; affine invariant; building recognition; feature extraction; pattern database; remote sensing; wavelet descriptor; Buildings; Image analysis; Image databases; Image edge detection; Leak detection; Pattern analysis; Pattern recognition; Remote sensing; Shape; Wavelet analysis;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1369780