Abstract — Statistics of images beyond simple first order local properties have been diffcult to study. This paper reviews some recent results from neurophysiology about how objects are represented. Focus is directed towards how the results could be used to guide studies of higher order image statistics. I
A primary focus of neuroscience is understanding how information about the world is encoded in the a...
The statistical structure of natural images is analysed by two complementary approaches: by the meas...
Early stages of visual processing may exploit the characteristic structure of natural visual stimuli...
Several decades of work have suggested that Barlow's principle of efficient coding is a powerful fra...
n important motivation for studying the statistics of natural images is the search for image represe...
<p><b>A,B</b>) Two example images from the Penn Natural Image Database <a href="http://www.plosone.o...
AbstracL Recently there has been a resurgence of interest in the properties of natural images. Their...
Visual processing of natural scenes is carried out in a hierarchical sequence of stages that involve...
The classical approach in vision research—the derivation of basically linear filter models from expe...
A key hypothesis in sensory system neuroscience is that sensory representations are adapted to the s...
The conditions under which natural vision systems evolved show statistical regularities determined b...
The visual system of a human or animal that functions in its natural environment receives huge amoun...
A key hypothesis in sensory system neuroscience is that sensory representations are adapted to the s...
Abstract. Early stages of visual processing may exploit the characteristic structure of natural visu...
We measured perceptual sensitivity to higher-order correlational structure of natural images using a...
A primary focus of neuroscience is understanding how information about the world is encoded in the a...
The statistical structure of natural images is analysed by two complementary approaches: by the meas...
Early stages of visual processing may exploit the characteristic structure of natural visual stimuli...
Several decades of work have suggested that Barlow's principle of efficient coding is a powerful fra...
n important motivation for studying the statistics of natural images is the search for image represe...
<p><b>A,B</b>) Two example images from the Penn Natural Image Database <a href="http://www.plosone.o...
AbstracL Recently there has been a resurgence of interest in the properties of natural images. Their...
Visual processing of natural scenes is carried out in a hierarchical sequence of stages that involve...
The classical approach in vision research—the derivation of basically linear filter models from expe...
A key hypothesis in sensory system neuroscience is that sensory representations are adapted to the s...
The conditions under which natural vision systems evolved show statistical regularities determined b...
The visual system of a human or animal that functions in its natural environment receives huge amoun...
A key hypothesis in sensory system neuroscience is that sensory representations are adapted to the s...
Abstract. Early stages of visual processing may exploit the characteristic structure of natural visu...
We measured perceptual sensitivity to higher-order correlational structure of natural images using a...
A primary focus of neuroscience is understanding how information about the world is encoded in the a...
The statistical structure of natural images is analysed by two complementary approaches: by the meas...
Early stages of visual processing may exploit the characteristic structure of natural visual stimuli...