@InProceedings{Condori:2017:ExDiIm,
author = "Condori, Marcos Ademir Tejada",
affiliation = "University of Sao Paulo, Institute of Mathematics and Statistics,
Sao Paulo, SP, Brazil",
title = "Extending the Differential Image Foresting Transform to Root-based
Path-cost Functions with Application to Superpixel Segmentation",
booktitle = "Proceedings...",
year = "2017",
editor = "Torchelsen, Rafael Piccin and Nascimento, Erickson Rangel do and
Panozzo, Daniele and Liu, Zicheng and Farias, Myl{\`e}ne and
Viera, Thales and Sacht, Leonardo and Ferreira, Nivan and Comba,
Jo{\~a}o Luiz Dihl and Hirata, Nina and Schiavon Porto, Marcelo
and Vital, Creto and Pagot, Christian Azambuja and Petronetto,
Fabiano and Clua, Esteban and Cardeal, Fl{\'a}vio",
organization = "Conference on Graphics, Patterns and Images, 30. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Image Foresting Transform, Superpixels, Differential Image
Foresting Transform, IFT-SLIC.",
abstract = "The Image Foresting Transform (IFT) is a general framework to
develop image processing tools for a variety of tasks such as
image segmentation, boundary tracking, morphological filters,
pixel clustering, among others. The Differential Image Foresting
Transform (DIFT) comes in handy for scenarios where multiple
iterations of IFT over the same image with small modifications on
the input parameters are expected, reducing the processing
complexity from linear to sublinear with respect to the number of
pixels. In this paper, we propose an enhanced variant of the DIFT
algorithm that avoids inconsistencies, when the connectivity
function is not monotonically incremental. Our algorithm works
with the classical and non-classifical connectivity functions
based on root position. Experiments were conducted on a superpixel
task, showing a significant improvement to a state-of-the-art
method.",
conference-location = "Niter{\'o}i, RJ, Brazil",
conference-year = "17-20 Oct. 2017",
doi = "10.1109/SIBGRAPI.2017.8",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2017.8",
language = "en",
ibi = "8JMKD3MGPAW/3PFS8RS",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3PFS8RS",
targetfile = "condori148.pdf",
urlaccessdate = "2024, Apr. 27"
}