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在纹理相似性评级中对方向的敏感性较低。

Low sensitivity for orientation in texture similarity ratings.

作者信息

Nothdurft Hans-Christoph

机构信息

Visual Perception Laboratory (VPL) Göttingen, Göttingen, Germany.

出版信息

J Vis. 2024 Dec 2;24(13):14. doi: 10.1167/jov.24.13.14.

DOI:10.1167/jov.24.13.14
PMID:39705048
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11668350/
Abstract

Research on visual texture perception in the last decades was often devoted to segmentation and region segregation. In this report, I address a different aspect, that of texture identification and similarity ratings between texture fields with different texture properties superimposed. In a series of experiments, I noticed that certain feature dimensions were considered as more important for similarity evaluation than others. A particularly low ranking is given to orientation. This paper reports data from two test series: a comparison of color and line orientation and a comparison of two purely spatial properties, texture granularity (spatial frequency) and texture orientation. In both experiments, observers tended to ignore orientation when grouping texture patches for similarity and instead looked for similarities in the second dimension, color or spatial frequency, even across different orientations.

摘要

过去几十年中,视觉纹理感知的研究常常致力于分割和区域分离。在本报告中,我探讨了一个不同的方面,即叠加有不同纹理属性的纹理场之间的纹理识别和相似性评级。在一系列实验中,我注意到某些特征维度在相似性评估中被认为比其他维度更重要。其中,方向的重要性排名特别低。本文报告了两个测试系列的数据:颜色与线条方向的比较,以及两个纯空间属性——纹理粒度(空间频率)和纹理方向的比较。在这两个实验中,观察者在对纹理块进行相似性分组时往往会忽略方向,而是在第二个维度(颜色或空间频率)中寻找相似性,即使跨越不同方向也是如此。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/f30775b382ed/jovi-24-13-14-f006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/d1f3e9b6cc96/jovi-24-13-14-f001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/05847ff01dc4/jovi-24-13-14-f002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/09c3537e0451/jovi-24-13-14-f003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/359033fa8d98/jovi-24-13-14-f005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/f30775b382ed/jovi-24-13-14-f006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/d1f3e9b6cc96/jovi-24-13-14-f001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/05847ff01dc4/jovi-24-13-14-f002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/09c3537e0451/jovi-24-13-14-f003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/359033fa8d98/jovi-24-13-14-f005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0756/11668350/f30775b382ed/jovi-24-13-14-f006.jpg

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本文引用的文献

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The role of texture summary statistics in material recognition from drawings and photographs.纹理总结统计在图纸和照片材料识别中的作用。
J Vis. 2023 Dec 4;23(14):3. doi: 10.1167/jov.23.14.3.
2
Visual perception of texture regularity: Conjoint measurements and a wavelet response-distribution model.纹理规则性的视觉感知:联合测量和小波响应分布模型。
PLoS Comput Biol. 2021 Oct 15;17(10):e1008802. doi: 10.1371/journal.pcbi.1008802. eCollection 2021 Oct.
3
Synergy of spatial frequency and orientation bandwidth in texture segregation.
纹理分离中的空间频率和方向带宽协同作用。
J Vis. 2021 Feb 3;21(2):5. doi: 10.1167/jov.21.2.5.
4
Multiple texture cues are integrated for perception of 3D slant from texture.多种纹理线索被整合以从纹理感知三维倾斜。
J Vis. 2020 Jul 1;20(7):14. doi: 10.1167/jov.20.7.14.
5
Perception of 3D slant from textures with and without aligned spectral components.从具有和不具有对齐光谱成分的纹理中感知三维倾斜度。
J Vis. 2019 Apr 1;19(4):7. doi: 10.1167/19.4.7.
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Image segmentation driven by elements of form.由形状元素驱动的图像分割
Vision Res. 2019 Jun;159:21-34. doi: 10.1016/j.visres.2018.12.003. Epub 2019 Apr 1.
7
Estimating 3D tilt from local image cues in natural scenes.从自然场景中的局部图像线索估计三维倾斜度。
J Vis. 2016 Oct 1;16(13):2. doi: 10.1167/16.13.2.
8
Perception of second- and third-order orientation signals and their interactions.对二阶和三阶方向信号及其相互作用的感知。
J Vis. 2013 Mar 26;13(4):21. doi: 10.1167/13.4.21.
9
Local and global components of texture-surround suppression of contour-shape coding.轮廓形状编码的纹理周边抑制的局部和全局成分
J Vis. 2012 Jun 15;12(6):20. doi: 10.1167/12.6.20.
10
Combination of texture and color cues in visual segmentation.视觉分割中纹理与颜色线索的结合
Vision Res. 2012 Apr;58:59-67. doi: 10.1016/j.visres.2012.01.019. Epub 2012 Feb 24.