@InProceedings{MansillaMira:2016:CoCoAd,
author = "Mansilla, Lucy A. C. and Miranda, Paulo Andr{\'e} Vechiatto de",
affiliation = "Department of Computer Science, University of S{\~a}o Paulo (USP)
and Department of Computer Science, University of S{\~a}o Paulo
(USP)",
title = "Oriented Image Foresting Transform Segmentation: Connectivity
Constraints with Adjustable Width",
booktitle = "Proceedings...",
year = "2016",
editor = "Aliaga, Daniel G. and Davis, Larry S. and Farias, Ricardo C. and
Fernandes, Leandro A. F. and Gibson, Stuart J. and Giraldi, Gilson
A. and Gois, Jo{\~a}o Paulo and Maciel, Anderson and Menotti,
David and Miranda, Paulo A. V. and Musse, Soraia and Namikawa,
Laercio and Pamplona, Mauricio and Papa, Jo{\~a}o Paulo and
Santos, Jefersson dos and Schwartz, William Robson and Thomaz,
Carlos E.",
organization = "Conference on Graphics, Patterns and Images, 29. (SIBGRAPI)",
publisher = "IEEE Computer Society´s Conference Publishing Services",
address = "Los Alamitos",
keywords = "image segmentation, connectivity constraints, boundary polarity,
image foresting transform.",
abstract = "In this work, we extend a novel seed-based segmentation algorithm,
which provides global optimum solutions according to a graph-cut
measure, subject to high-level boundary constraints: The
simultaneously handling of boundary polarity and connectivity
constraints. The proposed method incorporates the connectivity
constraint in the Oriented Image Foresting Transform (OIFT),
ensuring the generation of connected objects, but such that the
connection between its internal seeds is guaranteed to have a
user-controllable minimum width. In other frameworks, such as the
min-cut/max-flow algorithm, the connectivity constraint is known
to lead to NP-hard problems. In contrast, our method conserves the
low complexity of the OIFT algorithm. In the experiments, we show
improved results for the segmentation of thin and elongated
objects, for the same amount of user interaction. Our dataset of
natural images with true segmentation is publicly available to the
community.",
conference-location = "S{\~a}o Jos{\'e} dos Campos, SP, Brazil",
conference-year = "4-7 Oct. 2016",
doi = "10.1109/SIBGRAPI.2016.047",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2016.047",
language = "en",
ibi = "8JMKD3MGPAW/3M4ANDH",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3M4ANDH",
targetfile = "PID4359641.pdf",
urlaccessdate = "2024, Apr. 28"
}