Illuminant Invariant Descriptors for Color Texture Classification

被引：0
|
作者：
Cusano, Claudio [1 ]
Napoletano, Paolo [2 ]
Schettini, Raimondo [2 ]
机构：
[1] Univ Pavia, Via Ferrata 1, I-27100 Pavia, Italy
[2] Univ Milan, DISCo, I-20126 Milan, Italy
来源：
COMPUTATIONAL COLOR IMAGING, CCIW 2013 | 2013年 / 7786卷
关键词：
Color texture classification; Illuminant invariant descriptors; FEATURES; INFORMATION; PATTERNS;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper we present a novel descriptor for color texture analysis specially designed to deal with changes in illumination in imaging. The descriptor, that we called Intensity Color Contrast Descriptor (ICCD), is based on a combination of the LBP approach with a measure of color contrast defined as the angle between two color vectors in an orthonormal color space. The ICCD robustness with respect to global changes in lighting conditions has been experimentally demonstrated by comparing it on standard data sets against several other in the state of the art.
引用
收藏
页码：239 / 249
页数：11
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