Statistics, vision, and the analysis of artistic style

DJ Graham, JM Hughes, H Leder… - Wiley Interdisciplinary …, 2012 - Wiley Online Library
In the field of literature, there is an established set of techniques that have been successfully
leveraged in the statistical analysis of literary style, most often to answer questions of …

Diffsim: Taming diffusion models for evaluating visual similarity

Y Song, X Liu, MZ Shou - arxiv preprint arxiv:2412.14580, 2024 - arxiv.org
Diffusion models have fundamentally transformed the field of generative models, making the
assessment of similarity between customized model outputs and reference inputs critically …

Investigating Style Similarity in Diffusion Models

G Somepalli, A Gupta, K Gupta, S Palta… - … on Computer Vision, 2024 - Springer
Generative models are now widely used by graphic designers and artists. Prior works have
shown that these models remember and often replicate content from their training data …

Aesthetic perception of line patterns: effect of edge-orientation entropy and curvilinear shape

S Stanischewski, CS Altmann, A Brachmann… - i …, 2020 - journals.sagepub.com
Curvilinearity is a perceptual feature that robustly predicts preference ratings for a variety of
visual stimuli. The predictive effect of curved/angular shape overlaps, to a large degree, with …

[LIBRO][B] Encyclopedia of image processing

PA Laplante - 2018 - books.google.com
The Encyclopedia of Image Processing presents a vast collection of well-written articles
covering image processing fundamentals (eg color theory, fuzzy sets, cryptography) and …

Bayesian learning of sparse multiscale image representations

JM Hughes, DN Rockmore… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Multiscale representations of images have become a standard tool in image analysis. Such
representations offer a number of advantages over fixed-scale methods, including the …

Representation and aesthetics of the human face in portraiture

D Graham, PM Pallett, M Meng, H Leder - Art & Perception, 2014 - brill.com
How do representations of the face in portraits relate to the natural face, and how does the
aesthetics of portraits relate to the aesthetics of faces in photographs? Here we investigate …

Spatial analysis of “crazy quilts”, a class of potentially random aesthetic artefacts

G Westphal-Fitch, WT Fitch - PloS one, 2013 - journals.plos.org
Human artefacts in general are highly structured and often display ordering principles such
as translational, reflectional or rotational symmetry. In contrast, human artefacts that are …

Zooming in on style: Exploring style perception using details of paintings

Y Zhao, J Stumpel, H de Ridder… - Journal of vision, 2023 - jov.arvojournals.org
Most studies on the perception of style have used whole scenes/entire paintings; in our
study, we isolated a single motif (an apple) to reduce or even eliminate the influence of …

Computer analysis for visual art style

Y Liu, Y Pu, D Xu - SIGGRAPH Asia 2013 Technical Briefs, 2013 - dl.acm.org
In recent years, scholars pay more and more attention to the understanding and analysis of
visual art style. This paper is based on Sparse Coding on visual art works, which brings out …