ArticleFrontiers in psychology2018
Preference for Fractal-Scaling Properties Across Synthetic Noise Images and Artworks.
Article in Frontiers in psychology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Self images: an empirical enquiry into Rembrandt's self-portraits.Frontiers in psychiatry · 2026Article
- Low-level features predict perceived similarity for naturalistic images.Journal of vision · 2025Article
- A toolbox for calculating quantitative image properties in aesthetics research.Behavior research methods · 2025Article
- Painting psychosis: an empirical investigation of the self-portraits of Edvard Munch.Frontiers in psychiatry · 2025Article
- Fractals in Neuropsychology and Cognitive Neuroscience.Advances in neurobiology · 2024Article
- The effect of image fractal properties and its interaction with visual discomfort on gait kinematics.Scientific reports · 2023Article
- Bringing nature indoors: characterizing the unique contribution of fractal structure and the effects of Euclidean context on perception of fractal patterns.Frontiers in psychology · 2023Article
- Nature in motion: The tuning of the visual system to the spatiotemporal properties of natural scenes.Journal of vision · 2022Article
- Article
- Aesthetics and Psychological Effects of Fractal Based Design.Frontiers in psychology · 2021Article
- Differential Effects of Orientation and Spatial-Frequency Spectra on Visual Unpleasantness.Frontiers in psychology · 2020Article
- Global Image Properties Predict Ratings of Affective Pictures.Frontiers in psychology · 2020Article
- Viewing Art in Different Contexts.Frontiers in psychology · 2020Article
- Decomposing Complexity Preferences for Music.Frontiers in psychology · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A large number of studies support the notion that synthetic images within a certain intermediate fractal-scaling range possess an intrinsic esthetic value. Interestingly, the fractal-scaling properties that define this intermediate range have also been found to characterize a vast collection of representational, abstract, and graphic art. While some have argued that these statistic properties only serve to maximize the visibility of the artworks' spatial structure, others argue that they are intrinsically tied to the artworks' esthetic appeal. In this study, we bring together these two threads of research and make a direct comparison between visual preference for varying fractal-scaling characteristics in both synthetic images and artworks. Across two studies, viewers ranked and rated sets of synthetic noise images and artworks that systematically varied in fractal dimension for liking, pleasantness, complexity, and interestingness. We analyzed both average and individual patterns of preference between the two image classes. Average preference peaked for intermediate fractal dimension values for both categories, but individual patterns of preferences for both high and low values also emerged. Correlational analyses indicated that individual preferences between the two image classes remained moderately consistent and were improved when the fractal dimensions between synthetic images and artworks were more closely matched. Overall, these findings further support the role of fractal-scaling statistics both as a key determinant of an object's esthetic value and as a valuable predictor of individual differences in esthetic preference.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.