@InProceedings{CunhaTeixVelh:2001:DiScSp,
author = "Cunha, Anderson and Teixeira, Ralph and Velho, Luiz Carlos Pacheco
Rodrigues",
title = "Discrete scale spaces via heat equation",
booktitle = "Proceedings...",
year = "2001",
editor = "Borges, Leandro D{\'{\i}}bio and Wu, Shin-Ting",
pages = "68--75",
organization = "Brazilian Symposium on Computer Graphics and Image Processing, 14.
(SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
note = "The conference was held in Florian{\'o}polis, SC, Brazil, from
October 15 to 18.",
keywords = "scale spaces, Crossed Convolutions, Laplacian, Poisson kernel.",
abstract = "Scale spaces allow us to organize, compare and analyse differently
sized structures of an object. The linear scale space of a
monochromatic image is the solution of the heat equation using
that image as an initial condition. Alternatively, this linear
scale space can also be obtained applying Gaussian filters of
increasing variances to the original image. In this work, we
compare (by looking at theoretical properties, running time and
output differences) three ways of discretizing this Gaussian
scale-space: sampling Gaussian distributions; approximating by
first-order generators; and finally, by a new method we call
{"}Crossed Convolutions{"}.In particular, we explicity present a
corret way of initializing the recursive method approximate
Gaussian convolutions.",
conference-location = "Florian{\'o}polis, SC, Brazil",
conference-year = "15-18 Oct. 2001",
doi = "10.1109/SIBGRAPI.2001.963039",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2001.963039",
language = "en",
organisation = "SBC - Brazilian Computer Society",
ibi = "6qtX3pFwXQZeBBx/wiMCa",
url = "http://urlib.net/ibi/6qtX3pFwXQZeBBx/wiMCa",
targetfile = "68-75.pdf",
urlaccessdate = "2024, May 02"
}