Title :
The effectivenes of change detection methods in floater pollutant evaluation for flowing waters
Author :
Dohi-Trepszker, G.G. ; Gui, Vasile ; Toma, Corneliu Ioan
Author_Institution :
Somes-Tisa Waters Directorate, Satu Mare Monitoring Station of Romanian Waters Nat. Adm., Cluj-Napoca, Romania
Abstract :
This paper presents a study on the effectiveness of currently used change detection methods in floater pollutant detection for flowing waters. Experiments with a large database, including comparisons with manual segmentation show that currently used background subtraction methods, like GMM, produce results which correlate well with human assessment.
Keywords :
geophysical image processing; hydrological techniques; image segmentation; water pollution; background segmentation; background subtraction method; change detection method; floater pollutant detection; flowing water; Computational modeling; Image color analysis; Image segmentation; Kernel; Surveillance; Water pollution; background subtraction; change detection; flowing water; pollutant detection;
Conference_Titel :
Electronics and Telecommunications (ISETC), 2012 10th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4673-1177-9
DOI :
10.1109/ISETC.2012.6408090
