@InProceedings{AudigierLotu:2007:SeSeRo,
author = "Audigier, Romaric and Lotufo, Roberto de Alencar",
affiliation = "Faculdade de Engenharia El{\'e}trica e de Computa{\c{c}}{\~a}o,
UNICAMP and Faculdade de Engenharia El{\'e}trica e de
Computa{\c{c}}{\~a}o, UNICAMP",
title = "Seed-relative segmentation robustness of watershed and fuzzy
connectedness approaches",
booktitle = "Proceedings...",
year = "2007",
editor = "Falc{\~a}o, Alexandre Xavier and Lopes, H{\'e}lio C{\^o}rtes
Vieira",
organization = "Brazilian Symposium on Computer Graphics and Image Processing, 20.
(SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "image segmentation, segmentation robustness, fuzzy connectedness,
watershed transform, image foresting transform, minimum spanning
forest, shortest-path forest.",
abstract = "This paper analyzes the robustness issue in three segmentation
approaches: the iterative relative fuzzy object extraction, the
watershed transforms (WT) by image foresting transform and by
minimum spanning forest. These methods need input seeds, which can
be source of variability in the segmentation result. So, the
robustness of these segmentation methods in relation to the input
seeds is focused. The core of each seed is defined as the region
where the seed can be moved without altering the segmentation
result. We demonstrate that the core is identical for the three
methods providing that the tie-zone transform has previously been
applied on these methods. Indeed, as the two WT approaches do not
return unique solution, the set of possible solutions has to be
considered in a unified solution. So does the tie-zone transform.
As opposed to what we could think, we show that the core is
included in but different from the catchment basin. We also
demonstrate that the tie-zone transforms of these WTs are always
identical. Furthermore, the framework of minimal sets of seeds, an
inverse problem of segmentation, is extended to the pixel level
and related to the cores. A new algorithm for the computation of
minimal seed sets is finally proposed.",
conference-location = "Belo Horizonte, MG, Brazil",
conference-year = "7-10 Oct. 2007",
doi = "10.1109/SIBGRAPI.2007.26",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2007.26",
language = "en",
ibi = "6qtX3pFwXQZG2LgkFdY/QQNCg",
url = "http://urlib.net/ibi/6qtX3pFwXQZG2LgkFdY/QQNCg",
targetfile = "audigier_robust.pdf",
urlaccessdate = "2024, Apr. 28"
}