@InProceedings{PereiraGomeCarv:2010:NoApSu,
author = "Pereira, Eanes Torres and Gomes, Herman Martins and Carvalho,
Jo{\~a}o Marques de",
affiliation = "{Departamento de Sistemas e Computa{\c{c}}{\~a}o - Universidade
Federal de Campina Grande} and {Departamento de Sistemas e
Computa{\c{c}}{\~a}o - Universidade Federal de Campina Grande}
and {Departamento de Engenharia El{\'e}trica - Universidade
Federal de Campina Grande}",
title = "Integral Local Binary Patterns: a Novel Approach Suitable for
Texture-Based Object Detection Tasks",
booktitle = "Proceedings...",
year = "2010",
editor = "Bellon, Olga and Esperan{\c{c}}a, Claudio",
organization = "Conference on Graphics, Patterns and Images, 23. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Integral Histograms, Local Binary Patterns, Integral LBP, Face
Detection.",
abstract = "This work is concerned with the proposition and empirical
evaluation of a new feature extraction approach that combines two
existing image descriptors, Integral Histograms and Local Binary
Patterns (LBP), to achieve a representation that exhibits relevant
properties to object detection tasks (such as face detection):
fast constant time processing, rotation, and scale invariance.
This novel approach is called the Integral Local Binary Patterns
(INTLBP), which is based on an existing method for calculating
Integral Histograms from LBP images. This paper empirically
demonstrates the properties of INTLBP in a scenario of texture
extraction for face/non-face classification. Experiments have
shown that the new representation added robustness to scale
variations in the test images - the proposed approach achieved a
mean classification rate 92% higher than the standard Rotation
Invariant LBP approach, when testing over images with scales
different from the ones used for training. Moreover, the INTLBP
dramatically reduced the required processing time when searching
patterns in a face detection task.",
conference-location = "Gramado, RS, Brazil",
conference-year = "30 Aug.-3 Sep. 2010",
doi = "10.1109/SIBGRAPI.2010.35",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2010.35",
language = "en",
ibi = "8JMKD3MGPBW34M/388FMRE",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/388FMRE",
targetfile = "70827_2.pdf",
urlaccessdate = "2024, May 02"
}