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. © 2013 Springer-Verlag.
CITATION STYLE
Cusano, C., Napoletano, P., & Schettini, R. (2013). Illuminant invariant descriptors for color texture classification. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7786 LNCS, pp. 239–249). https://doi.org/10.1007/978-3-642-36700-7_19
Mendeley helps you to discover research relevant for your work.