Skip to main content

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