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Proceedings Paper

A new statistical texture feature: direction measure
Author(s): Xiaohan Yu; Baozong Yuan
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Paper Abstract

A new texture feature, called Direction Measure(DM), is proposed in this paper, The new feature is based on the principle that in a homogeneous texture the gray values of pixels along any direction must change according to certain regularity( determined or stochastic); To determine such kind of regularity can get much information on the texture structure or statistical properties. The DM can also be easily extended to rotation-invariant features which can recognize the same texture no matter in what orientation it is pictured. The new rotation- invariant features are also very effective and are really rotation-invariant. Another advantage of the DM lies in that it can be easily computed and implemented by multiprocessors in a parallel way.

Paper Details

Date Published: 1 August 1990
PDF: 8 pages
Proc. SPIE 1395, Close-Range Photogrammetry Meets Machine Vision, 139512 (1 August 1990); doi: 10.1117/12.2294281
Show Author Affiliations
Xiaohan Yu, Northern Jiaotong Univ. (China)
Baozong Yuan, Northern Jiaotong Univ. (China)


Published in SPIE Proceedings Vol. 1395:
Close-Range Photogrammetry Meets Machine Vision
Armin Gruen; Emmanuel P. Baltsavias, Editor(s)

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