Sum and Difference Histograms for Texture Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Window-size determination for granulometrical structural texture classification
Pattern Recognition Letters
Fast determination of textural periodicity using distance matching function
Pattern Recognition Letters
Shape from Texture without Boundaries
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Near-regular texture analysis and manipulation
ACM SIGGRAPH 2004 Papers
The Promise and Perils of Near-Regular Texture
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
Quantitative Evaluation of Near Regular Texture Synthesis Algorithms
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Periodic pattern of texture analysis and synthesis based on texels distribution
The Visual Computer: International Journal of Computer Graphics
Fast texel size estimation in visual texture using homogeneity cues
Pattern Recognition Letters
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Texel size determination on periodic and near-periodic textures, is a problem that has been addressed for years, and currently it remains as an important issue in structural texture analysis. This paper proposes an approach to determine the texel size based on the computation and analysis of the texture homogeneity properties. We analyze the homogeneity feature computed from difference histograms, while varying the displacement vector for a preferred orientation. As we vary this vector, we expect a maximum value in the homogeneity data if its magnitude matches the texel size in a given orientation. We show that this approach can be used for both periodic and near-periodic textures, it is robust to noise and blur perturbations, and its advantages over other approaches in computation time and memory storage.