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

页码：239 / 249

页数：11

共 50 条

[41] Comparison of combining methods in invariant color texture classification with cross-bispectral features
Horikawa, Y
CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 424 - 428
[42] Rotation invariant descriptors for galaxy morphological classification
Hubert Cecotti
International Journal of Machine Learning and Cybernetics, 2020, 11 : 1839 - 1853
[43] Texture Classification using Multiple Local Descriptors
Oraibi, Zakariya A.
Irio, Morgane
Hafiane, Adel
Palaniappan, Kannappan
2017 IEEE APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP (AIPR), 2017,
[44] Multiscale Fractal Descriptors Applied to Texture Classification
Florindo, Joao Batista
Bruno, Odemir Martinez
IC-MSQUARE 2012: INTERNATIONAL CONFERENCE ON MATHEMATICAL MODELLING IN PHYSICAL SCIENCES, 2013, 410
[45] Texture descriptors for generic pattern classification problems
Nanni, Loris
Brahnam, Sheryl
Lumini, Alessandra
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (08) : 9340 - 9345
[46] DOMINANT TEXTURE DESCRIPTORS FOR IMAGE CLASSIFICATION AND RETRIEVAL
Fadeev, Aleksey
Frigui, Hichem
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 989 - 992
[47] Improving Geodesic Invariant Descriptors through Color Information
Migliore, Davide
Matteucci, Matteo
Campari, Pier Paolo
COMPUTER VISION AND COMPUTER GRAPHICS: THEORY AND APPLICATIONS, 2009, 24 : 148 - 161
[48] STATISTICAL COLOR TEXTURE DESCRIPTORS FOR HISTOLOGICAL IMAGES ANALYSIS
Herve, Nicolas
Servais, Aude
Thervet, Eric
Olivo-Marin, Jean-Christophe
Meas-Yedid, Vannary
2011 8TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, 2011, : 724 - 727
[49] Invariant categorical color regions across illuminant change coincide with focal colors
Morimoto, Takuma
Yamauchi, Yasuki
Uchikawa, Keiji
JOURNAL OF VISION, 2023, 23 (02):
[50] Studying pressure sores through illuminant invariant assessment of digital color images
Moghimi, Sahar
Baygi, Mohammad Hossein Miran
Torkaman, Giti
Kabir, Ehsanollah
Mahloojifar, Ali
Armanfard, Narges
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2010, 11 (08): : 598 - 606

← 1 2 3 4 5 →