@InProceedings{MirandaFalc:2011:ElReAm,
author = "Miranda, Paulo Andr{\'e} Vechiatto de and Falc{\~a}o, Alexandre
Xavier",
affiliation = "{IME - University of S{\~a}o Paulo (USP)} and {Institute of
Computing - Unicamp}",
title = "Elucidating the relations among seeded image segmentation methods
and their possible extensions",
booktitle = "Proceedings...",
year = "2011",
editor = "Lewiner, Thomas and Torres, Ricardo",
organization = "Conference on Graphics, Patterns and Images, 24. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "graph search algorithms, image foresting transform, graph-cut
segmentation, watersheds, fuzzy connectedness.",
abstract = "Many image segmentation algorithms have been proposed, specially
for the case of binary segmentation (object/background) in which
hard constraints (seeds) are provided interactively. Recently,
several theoretical efforts were made in an attempt to unify their
presentation and clarify their relations. These relations are
usually pointed out textually or depicted in the form of a table
of parameters of a general energy formulation. In this work we
introduce a more general diagram representation which captures the
connections among the methods, by means of conventional relations
from set theory. We formally instantiate several methods under
this diagram, including graph cuts, power watersheds, fuzzy
connectedness, grow cut, distance cuts, and others, which are
usually presented as unrelated methods. The proposed diagram
representation leads to a more elucidated view of the methods,
being less restrictive than the tabular representation. It
includes new relations among methods, besides bringing together
the connections gathered from different works. It also points out
some promising unexplored intermediate regions, which can lead to
possible extensions of the existing methods. We also demonstrate
one of such possible extensions, which is used to effectively
combine the strengths of region and local contrast features.",
conference-location = "Macei{\'o}, AL, Brazil",
conference-year = "28-31 Aug. 2011",
doi = "10.1109/SIBGRAPI.2011.13",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2011.13",
language = "en",
ibi = "8JMKD3MGPBW34M/3A3K3Q2",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3A3K3Q2",
targetfile = "miranda.pdf",
urlaccessdate = "2024, Apr. 27"
}