Title :
Estimation of tree crown number in a quickbird image using an image processing method.
Author :
Gomes, Priscila Brochado ; Ferreira, Marcos César
Author_Institution :
Univ. Estadual de Campinas - UNICAMP, Campinas
Abstract :
New high resolution satellite images provide an opportunity to access information about individual trees in the tropical forest, but the accuracy and reliability of methods are unknown. The first difficulty is separating one individual tree crown from one another. In this study we tested "Mode Filter 7times7" to estimate tree crown number at a Quickbird image with 0.6 m resolution in a forest in the western Sao Paulo state,Brazil. We concluded that mode filter can be a good tool to help individualizing tree crowns in Quickbird images, but more studies are necessary to improve this technique.
Keywords :
image processing; vegetation mapping; Brazil; Mode Filter 7x7; Quickbird image; high resolution satellite images; image processing method; tree crown number estimation; tropical forest; western Sao Paulo state; Biodiversity; Filters; Image processing; Image resolution; Multispectral imaging; Principal component analysis; Remote sensing; Satellites; Spatial resolution; Testing; high spatial resolution; mode filter; satellite images; tree crown; tropical forest;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4423816