- Measurement of Color Texture
- Book/source title
- Proceedings of the 2nd International Workshop on Texture Analysis and Synthesis (Texture 2002)
- Pages (from-to)
- Copenhagen, Denmark: Heriot-Watt University
- Document type
- Conference contribution
- Faculty of Science (FNWI)
- Informatics Institute (IVI)
In computer vision, measurement of image properties such as color or texture is essential. In this paper, we propose a solid framework for the local measurement of texture in color images. We give a physical basis for the integration of the well-known Gabor filters with the measurement of color. Our method imlies that the color-texture is measured in the wavelength-Fourier domain. The measurement filter in this domain boils down to a 3D Gaussian, representing a Gabor-Gaussian in the spatial-color domain. A simple segmantation algorithm is applied to illustrate the performance of the proposed color-texture measurement. The derived color-texture filter is demonstrated to be accurate in capturing texture statistics.
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