@InProceedings{RauberFalcSpinReze:2013:InSeIm,
author = "Rauber, Paulo Eduardo and Falc{\~a}o, Alexandre Xavier and Spina,
Thiago Vallin and Rezende, Pedro Jussieu de",
affiliation = "{University of Campinas (UNICAMP)} and {University of Campinas
(UNICAMP)} and {University of Campinas (UNICAMP)} and {University
of Campinas (UNICAMP)}",
title = "Interactive segmentation by image foresting transform on
superpixel graphs",
booktitle = "Proceedings...",
year = "2013",
editor = "Boyer, Kim and Hirata, Nina and Nedel, Luciana and Silva,
Claudio",
organization = "Conference on Graphics, Patterns and Images, 26. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "graph-based image segmentation, image foresting transform, robot
users, interactive segmentation.",
abstract = "There are many scenarios in which user interaction is essential
for effective image segmentation. In this paper, we present a new
interactive segmentation method based on the Image Foresting
Transform (IFT). The method oversegments the input image, creates
a graph based on these segments (superpixels), receives markers
(labels) drawn by the user on some superpixels and organizes a
competition to label every pixel in the image. Our method has
several interesting properties: it is effective, efficient,
capable of segmenting multiple objects in almost linear time on
the number of superpixels, readily extendable through previously
published techniques, and benefits from domain-specific feature
extraction. We also present a comparison with another technique
based on the IFT, which can be seen as its pixel-based
counterpart. Another contribution of this paper is the description
of automatic (robot) users. Given a ground truth image, these
robots simulate interactive segmentation by trained and untrained
users, reducing the costs and biases involved in comparing
segmentation techniques.",
conference-location = "Arequipa, Peru",
conference-year = "5-8 Aug. 2013",
doi = "10.1109/SIBGRAPI.2013.27",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2013.27",
language = "en",
ibi = "8JMKD3MGPBW34M/3EDGFSB",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3EDGFSB",
targetfile = "article_checked.pdf",
urlaccessdate = "2024, Apr. 28"
}