Contrast constancy in natural scenes in shadow or direct light: A proposed role for contrast-normalisation (non-specific suppression) in visual cortex

JS Lauritzen, DJ Tolhurst - Network: Computation in Neural …, 2005 - Taylor & Francis
The range of contrasts in natural scenes is generally thought to far exceed the limited
dynamic ranges of individual contrast-encoding neurons in the primary visual cortex. The …

[HTML][HTML] Coding of the contrasts in natural images by populations of neurons in primary visual cortex (V1)

PL Clatworthy, M Chirimuuta, JS Lauritzen, DJ Tolhurst - Vision research, 2003 - Elsevier
It is possible to discriminate between grating contrasts over a 300-fold contrast range,
whereas V1 neurons have very limited dynamic ranges. Using populations of model …

[HTML][HTML] Effects of mean luminance changes on human contrast perception: Contrast dependence, time-course and spatial specificity

M Kilpeläinen, L Nurminen, K Donner - PLoS One, 2011 - journals.plos.org
Background When we are viewing natural scenes, every saccade abruptly changes both the
mean luminance and the contrast structure falling on any given retinal location. Thus it …

The statistical computation underlying contrast gain control

V Bonin, V Mante, M Carandini - Journal of Neuroscience, 2006 - Soc Neuroscience
In the early visual system, a contrast gain control mechanism sets the gain of responses
based on the locally prevalent contrast. The measure of contrast used by this adaptation …

Contrast gain control

M D'Zmura, B Singer - Color vision: From genes to perception, 1999 - books.google.com
Electrophysiological work by Shapley and Victor (1979) initiated a number of investigations
of the response gain of neurons in the retino-cortical pathways during the 1980s. Albrecht …

[HTML][HTML] Contrast conservation in human vision

J Fiser, PJ Bex, W Makous - Vision Research, 2003 - Elsevier
Visual experience, which is defined by brief saccadic sampling of complex scenes at high
contrast, has typically been studied with static gratings at threshold contrast. To investigate …

Local contrast in natural images: normalisation and coding efficiency

N Brady, DJ Field - Perception, 2000 - journals.sagepub.com
The visual system employs a gain control mechanism in the cortical coding of contrast
whereby the response of each cell is normalised by the integrated activity of neighbouring …

[PDF][PDF] A simple cell model with dominating opponent inhibition for robust contrast detection

T Hansen, G Baratoff, H Neumann - Kognitionswissenschaft, 2000 - Citeseer
In the primary visual pathway, information is represented in two distinct, complementary
domains, namely “on” and “off” cells. In this work we examine how on and off cells may …

[HTML][HTML] Calculating the contrasts that retinal ganglion cells and LGN neurones encounter in natural scenes

Y Tadmor, DJ Tolhurst - Vision research, 2000 - Elsevier
Visual responses are known to depend on stimulus contrast and not simply on the absolute
levels of retinal illumination. Here, we have determined the contrasts that mammalian retinal …

Representation of surface luminance and contrast in primary visual cortex

J Dai, Y Wang - Cerebral cortex, 2012 - academic.oup.com
In visual perception, object identification requires both the ability to define regions of uniform
luminance and zones of luminance contrast. Neural processes underlying contrast detection …