Title :
Change detection using iteratively reweighted regression with neural networks
Author :
Marpu, Prashanth R. ; Gamba, Paolo ; Canty, Morton J.
Author_Institution :
Dept. of Electron., Univ. of Pavia, Pavia, Italy
Abstract :
A method for automatic identification of changes using regression with neural networks is presented. The regression is iteratively performed by updating the weights of the pixels. The method is applied to a small subset of two Landsat images and the results indicate that the proposed method produces good results.
Keywords :
image recognition; image representation; iterative methods; neural nets; regression analysis; automatic identification; change detection; iteratively reweighted regression; landsat image subset; neural networks; Approximation methods; Artificial neural networks; Earth; Pixel; Remote sensing; Satellites; Training;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5650496
