Texture metrics
Publication
, Journal Article
Rubner, Y; Tomasi, C
Published in: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
December 1, 1998
We introduce a class of metric perceptual distances between textures. The first metric is sensitive to both rotation and scale differences, and provides a basis for two other metrics, one invariant to rotation, and the other invariant to both rotation and scale. Our metrics are based on Earth Mover's Distance computations on log-polar distributions of spatial frequency computed from Gabor filters. We show consistency of our metrics with psychophysical findings on texture discrimination and classification.
Duke Scholars
Published In
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
ISSN
0884-3627
Publication Date
December 1, 1998
Volume
5
Start / End Page
4601 / 4607
Citation
APA
Chicago
ICMJE
MLA
NLM
Rubner, Y., & Tomasi, C. (1998). Texture metrics. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 5, 4601–4607.
Rubner, Y., and C. Tomasi. “Texture metrics.” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 5 (December 1, 1998): 4601–7.
Rubner Y, Tomasi C. Texture metrics. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 1998 Dec 1;5:4601–7.
Rubner, Y., and C. Tomasi. “Texture metrics.” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, vol. 5, Dec. 1998, pp. 4601–07.
Rubner Y, Tomasi C. Texture metrics. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. 1998 Dec 1;5:4601–4607.
Published In
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
ISSN
0884-3627
Publication Date
December 1, 1998
Volume
5
Start / End Page
4601 / 4607