ArticleJournal of vision2023
The Bouma law accounts for crowding in 50 observers.
Article in Journal of vision, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed.
- Article
- Covert spatial attention is uniform across cardinal meridians despite differential adaptation.Journal of vision · 2026Article
- EasyEyes: Crowded dynamic fixation for online psychophysics.Journal of vision · 2026Article
- Covert spatial attention is uniform across cardinal meridians despite differential adaptation.bioRxiv : the preprint server for biology · 2025Article
- Distinct System-Level Computations Underlie Perceptual Variation Across the Visual Field.bioRxiv : the preprint server for biology · 2025Article
- A case study of sudden-onset cortically mediated visual impairments in a 12-year-old.Research square · 2025Article
- Visual adaptation stronger at the horizontal than the vertical meridian: Linking performance with V1 cortical surface area.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Human retinotopic mapping: From empirical to computational models of retinotopy.Journal of vision · 2025Review
- Measuring spatial and temporal properties of visual crowding using continuous psychophysics.Journal of vision · 2025Article
- Human V4 size predicts crowding distance.Nature communications · 2025Article
- When periphery rules: Enhanced sampling weights of the visual periphery in crowding across dimensions.Psychonomic bulletin & review · 2025Article
- Color crowding considered as adaptive spatial integration.Journal of vision · 2024Article
- Presaccadic preview shapes postsaccadic processing more where perception is poor.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Do microsaccades vary with discriminability around the visual field?Journal of vision · 2024Article
- Do microsaccades vary with discriminability around the visual field?bioRxiv : the preprint server for biology · 2024Article
- Rapid assessment of peripheral visual crowding.Frontiers in neuroscience · 2024Article
- EasyEyes - A new method for accurate fixation in online vision testing.Frontiers in human neuroscience · 2023Article
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6 authors.
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Abstract
Crowding is the failure to recognize an object due to surrounding clutter. Our visual crowding survey measured 13 crowding distances (or "critical spacings") twice in each of 50 observers. The survey includes three eccentricities (0, 5, and 10 deg), four cardinal meridians, two orientations (radial and tangential), and two fonts (Sloan and Pelli). The survey also tested foveal acuity, twice. Remarkably, fitting a two-parameter model-the well-known Bouma law, where crowding distance grows linearly with eccentricity-explains 82% of the variance for all 13 × 50 measured log crowding distances, cross-validated. An enhanced Bouma law, with factors for meridian, crowding orientation, target kind, and observer, explains 94% of the variance, again cross-validated. These additional factors reveal several asymmetries, consistent with previous reports, which can be expressed as crowding-distance ratios: 0.62 horizontal:vertical, 0.79 lower:upper, 0.78 right:left, 0.55 tangential:radial, and 0.78 Sloan-font:Pelli-font. Across our observers, peripheral crowding is independent of foveal crowding and acuity. Evaluation of the Bouma factor, b (the slope of the Bouma law), as a biomarker of visual health would be easier if there were a way to compare results across crowding studies that use different methods. We define a standardized Bouma factor b' that corrects for differences from Bouma's 25 choice alternatives, 75% threshold criterion, and linearly symmetric flanker placement. For radial crowding on the right meridian, the standardized Bouma factor b' is 0.24 for this study, 0.35 for Bouma (1970), and 0.30 for the geometric mean across five representative modern studies, including this one, showing good agreement across labs, including Bouma's. Simulations, confirmed by data, show that peeking can skew estimates of crowding (e.g., greatly decreasing the mean or doubling the SD of log b). Using gaze tracking to prevent peeking, individual differences are robust, as evidenced by the much larger 0.08 SD of log b across observers than the mere 0.03 test-retest SD of log b measured in half an hour. The ease of measurement of crowding enhances its promise as a biomarker for dyslexia and visual health.
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