@InProceedings{MattosFerSilRivBra:2017:AsTeDe,
author = "Mattos, Andrea Britto and Ferreira, Rodrigo S. and Silva, Reinaldo
M. da Gama e and Riva, Mateus and Brazil, Emilio Vital",
affiliation = "{IBM Research} and {IBM Research} and {IBM Research} and IME-USP
and {IBM Research}",
title = "Assessing Texture Descriptors for Seismic Image Retrieval",
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 = "image retrieval, seismic.",
abstract = "Much work has been done on the assessment of texture descriptors
for image retrieval in many domains. In this work, we evaluate the
accuracy and performance of three well-known texture descriptors
-- Gabor Filters, GLCM, and LBP -- for seismic image retrieval.
These subsurface images pose challenges yet not thoroughly
investigated in previous works, which are addressed and evaluated
in our experiments. We asked for domain experts to annotate two
seismic cubes, Penobscot 3D and Netherlands F3, and used them to
evaluate texture descriptors, corresponding parameters, and
similarity metrics with the potential to retrieve visually similar
regions of the considered datasets. While GLCM is used in the vast
majority of works in this area, our findings indicate that LBP has
the potential to produce satisfying results with lower
computational cost.",
conference-location = "Niter{\'o}i, RJ, Brazil",
conference-year = "17-20 Oct. 2017",
doi = "10.1109/SIBGRAPI.2017.45",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2017.45",
language = "en",
ibi = "8JMKD3MGPAW/3PFU6MS",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3PFU6MS",
targetfile = "Assessing Texture Descriptors for Seismic Image Retrieval.pdf",
urlaccessdate = "2024, Apr. 27"
}