Visual sensitivity to irregularities in periodic tiling patterns

A single experiment was conducted to evaluate the sensitivity of human vision to irregularities in regular (repetitive) patterns that tile the plane; mathematicians have been investigating such patterns (tilings) for hundreds of years. The stimulus patterns in the current study were composed of obliquely oriented line segments and strongly resemble patterns used in traditional art. In the experiment, the pattern density was manipulated as well as the magnitude of pattern alteration. Signal detection methodology was used, such that the observers' task was to indicate for each presented pattern whether it was perfectly regular or it had been altered such that the periodicity was broken. The obtained results indicate that human observers are moderately sensitive (overall d' value was 1.76) at detecting violations of the periodicity of regular patterns that tile the plane. High performance (d' values greater than 2.0) only occurs, however, when pattern elements repeat over small spatial scales.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-08-20
DOI
https://doi.org/10.1038/s41598-025-16718-7
Citations
1
Primary Topic
Visual perception and processing mechanisms
Type
article
Field-Weighted Citation Impact
1.43
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Visual sensitivity to irregularities in periodic tiling patterns

Anne Sheehan, Mary‐Ann Carmichael, J. Farley Norman, Evan Hagan et al.
1 citations
Scientific Reports
Visual perception and processing mechanisms
1.43
article

Visual sensitivity to irregularities in periodic tiling patterns

Anne Sheehan, Mary‐Ann Carmichael, J. Farley Norman, Evan Hagan, Yulia Mishchuk
article en
1 citations

Abstract

A single experiment was conducted to evaluate the sensitivity of human vision to irregularities in regular (repetitive) patterns that tile the plane; mathematicians have been investigating such patterns (tilings) for hundreds of years. The stimulus patterns in the current study were composed of obliquely oriented line segments and strongly resemble patterns used in traditional art. In the experiment, the pattern density was manipulated as well as the magnitude of pattern alteration. Signal detection methodology was used, such that the observers' task was to indicate for each presented pattern whether it was perfectly regular or it had been altered such that the periodicity was broken. The obtained results indicate that human observers are moderately sensitive (overall d' value was 1.76) at detecting violations of the periodicity of regular patterns that tile the plane. High performance (d' values greater than 2.0) only occurs, however, when pattern elements repeat over small spatial scales.

Scientific ReportsVol. 15(1)
Western Kentucky University (US)
Openalex Percentile: Top 16%
Visual perception and processing mechanisms
1.43
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Visual sensitivity to irregularities in periodic tiling patterns — Anne Sheehan, Mary‐Ann Carmichael, et al. · Scientific Reports (2025) | TGRS Research Map | TGRS