@InProceedings{BastosSchw:2017:AsReIm,
author = "Bastos, Igor Leonardo Oliveira and Schwartz, William Robson",
affiliation = "{Universidade Federal de Minas Gerais} and {Universidade Federal
de Minas Gerais}",
title = "Assigning Relative Importance to Scene Elements",
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 = "human perception, context, importance of elements in a scene.",
abstract = "The human brain is able to rapidly understand scenes through the
recognition of their composing elements and comprehension of the
role that each of them plays. This process, related to human
perception, impacts in what people care when they see an image and
the priority they give to each element. The idea of priority, also
referred as importance, is based on biological features of
perception and social aspects that interfere in how people
perceive what they see and what is considered relevant. In this
context, this paper proposes the Element Importance Relative
Assignment (EIRA), an approach that models how humans attribute
importance to elements in a scene. This approach is based on
perceptual, compositional and contextual features employed to
assign importance to elements in a scene. To evaluate the proposed
approach, tests were conducted in different image datasets, with
emphasis on the UIUC Pascal Sentence Dataset, where our approach
achieved an average accuracy of 86.89%.",
conference-location = "Niter{\'o}i, RJ, Brazil",
conference-year = "17-20 Oct. 2017",
doi = "10.1109/SIBGRAPI.2017.61",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2017.61",
language = "en",
ibi = "8JMKD3MGPAW/3PFH79E",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3PFH79E",
targetfile = "PID4960099.pdf",
urlaccessdate = "2024, Apr. 27"
}