Sensitivity to curvatures in orientation-based texture segmentation

被引:31
作者
Ben-Shahar, O [1 ]
Zucker, SW [1 ]
机构
[1] Yale Univ, Dept Comp Sci, Interdepartmental Neurosci Program, New Haven, CT 06520 USA
关键词
segmentation; orientation; curvature; texture;
D O I
10.1016/j.visres.2003.08.018
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Texture segregation has long been attributed to changes in the distribution of elementary features across the visual field [Nature 290 (12) (1981) 91; Biol. Cybernet. 54 (1986) 245]. The study of orientation, a conspicuous feature, has led to models of orientation based texture segmentation (OBTS) that depend oil the magnitude of one or two orientation gradients [Vis. Res. 31 (4) (1991) 679; Vis. Res. 31 (6) (1991) 1073] and influenced further by the relative configuration between the orientation textons and the global orientation edge [Percept. Psychophys. 52 (4) (1992) 255; Vis. Res. 35 (20) (1995) 2863]. Here we show that these models are at best partial and that the notion of orientation gradient has been incompletely used in the study of OBTS. To do so, we first study the behavior of orientation in orientation-defined texture patches. Geometrical analysis identifies two texture curvatures and reveals the incompleteness of previous Stimuli. Psychophysical experimentation then demonstrates that segmentation is strongly affected by discontinuities in these curvatures. Importantly, we show that this sensitivity to curvature is independent of the orientation gradients and inconsistent with the simple configural considerations proposed in the past. (C) 2003 Elsevier Ltd. All rights reserved.
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页码:257 / 277
页数:21
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