@InProceedings{JungScha:2002:RoWaSe,
author = "Jung, C. R. and Scharcanski, J.",
title = "Robust watershed segmentation using the wavelet transform",
booktitle = "Proceedings...",
year = "2002",
editor = "Gon{\c{c}}alves, Luiz Marcos Garcia and Musse, Soraia Raupp and
Comba, Jo{\~a}o Luiz Dihl and Giraldi, Gilson and Dreux,
Marcelo",
organization = "Brazilian Symposium on Computer Graphics and Image Processing, 15.
(SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
note = "The conference was held in Fortaleza, CE, Brazil, from October 7
to 10.",
abstract = "The watershed transform have been used for image segmentation
relying mostly on image gradients. However, background noise tends
to produce spurious gradients, that cause over-segmentation and
degrade the output of the watersheds transform. Also, low-contrast
edges produce gradients with small magnitudes, which may cause
different regions to be erroneously merged. In this paper, a new
technique is presented to improve the robustness of watersheds
segmentation, by reducing the undesirable over-segmentation. A
redundant wavelet transform is used to denoise the image and
enhance the edges in multiple resolutions, and the image gradient
is estimated with the wavelet transform. The watersheds transform
is then applied to the obtained gradient image, and segmented
regions that do not satisfy specific criteria are removed.",
conference-location = "Fortaleza, CE, Brazil",
conference-year = "10-10 Oct. 2002",
doi = "10.1109/SIBGRA.2002.1167135",
url = "http://dx.doi.org/10.1109/SIBGRA.2002.1167135",
language = "en",
organisation = "SBC - Brazilian Computer Society",
ibi = "6qtX3pFwXQZeBBx/vRnuN",
url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/vRnuN",
targetfile = "28.pdf",
urlaccessdate = "2024, Apr. 27"
}