A minimum-cost thresholding technique for unsupervised change detection

Citation
L. Bruzzone et Df. Prieto, A minimum-cost thresholding technique for unsupervised change detection, INT J REMOT, 21(18), 2000, pp. 3539-3544
Citations number
5
Categorie Soggetti
Earth Sciences
Journal title
INTERNATIONAL JOURNAL OF REMOTE SENSING
ISSN journal
01431161 → ACNP
Volume
21
Issue
18
Year of publication
2000
Pages
3539 - 3544
Database
ISI
SICI code
0143-1161(200012)21:18<3539:AMTTFU>2.0.ZU;2-O
Abstract
We propose an automatic thresholding technique for difference images in uns upervised change detection. Such a technique takes into account the differe nt costs that may be associated with commission and omission errors in the selection of the decision threshold. This allows the generation of maps in which the overall change-detection cost is minimized, i.e. the more critica l kind of error is reduced according to end-user requirements.