Artistic representations: clues to efficient coding in human vision

DJ Graham, M Meng - Visual Neuroscience, 2011 - cambridge.org
In what ways is mammalian vision—and in particular, human vision—efficiently adapted to
its ecology? We suggest that human visual artwork, which is made for the human eye, holds …

How humans consciously see paintings and paintings illuminate how humans see

S Grossberg, L Zajac - Art & Perception, 2017 - brill.com
This article illustrates how the paintings of visual artists activate multiple brain processes that
contribute to their conscious perception. Paintings of different artists may activate different …

In praise of artifice

NC Rust, JA Movshon - Nature neuroscience, 2005 - nature.com
The visual system evolved to process natural images, and the goal of visual neuroscience is
to understand the computations it uses to do this. Indeed the goal of any theory of visual …

Efficient visual system processing of spatial and luminance statistics in representational and non-representational art

DJ Graham, JD Friedenberg… - Human Vision and …, 2009 - spiedigitallibrary.org
An emerging body of research suggests that artists consistently seek modes of
representation that are efficiently processed by the human visual system, and that these …

Cultural and linguistic diversity improves visual representations

A Ye, S Santy, JD Hwang, AX Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
Computer vision often treats perception as objective, and this assumption gets reflected in
the way that datasets are collected and models are trained. For instance, image descriptions …

Discrimination strategies of humans and rhesus monkeys for complex visual displays

KJ Nielsen, NK Logothetis, G Rainer - Current Biology, 2006 - cell.com
By learning to discriminate among visual stimuli, human observers can become experts at
specific visual tasks. The same is true for Rhesus monkeys, the major animal model of …

Beauty in abstract paintings: perceptual contrast and statistical properties

B Mallon, C Redies… - Frontiers in human …, 2014 - frontiersin.org
In this study, we combined the behavioral and objective approach in the field of empirical
aesthetics. First, we studied the perception of beauty by investigating shifts in evaluation on …

[PDF][PDF] Statistical regularities of art images and natural scenes: spectra, sparseness and nonlinearities.

DJ Graham, DJ Field - Spatial vision, 2007 - people.hws.edu
Paintings are the product of a process that begins with ordinary vision in the natural world
and ends with manipulation of pigments on canvas. Because artists must produce images …

Understanding natural scenes: Contributions of image statistics

A De Cesarei, GR Loftus, S Mastria… - … & Biobehavioral Reviews, 2017 - Elsevier
Visual processing of natural scenes is carried out in a hierarchical sequence of stages that
involve the analysis of progressively more complex features of the visual input. Recent …

Efficient coding of natural images in the mouse visual cortex

F Bolaños, JG Orlandi, R Aoki, AV Jagadeesh… - Nature …, 2024 - nature.com
How the activity of neurons gives rise to natural vision remains a matter of intense
investigation. The mid-level visual areas along the ventral stream are selective to a common …