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http://www.psy.vanderbilt.edu/courses/hon185/SpatialFrequency/SpatialFrequency.htmlVisual neurons have receptive fields (the region of the retina within which an image produces a change in the neuron's activity level). Different neurons have different sized receptive fields, ranging from very small to quite large. As you might expect, neurons registering visual information from the foveal area of the retina (where acuity is best) have small receptive fields - this allows them to register fine spatial detail. Receptive fields registering information in the periphery are larger, which explains in part why acuity is poorer in the periphery.
But at any given location of the visual field, we find a range of receptive field sizes. In other words, the image is being analyzed by neurons responsive to different spatial frequencies within that portion of the image falling on that part of the retina. To help you visualize what a receptive field does, think of a series of sieves with holes of different diameters, with one sieve stacked on top of the other. If you were to drop a bunch of marbles of different sizes into this series of sieves, the different sized holes would "filter" the balls according to size. In a sense, this is what visual neurons do at any given location of the retina: different sized receptive fields register image information at different spatial scales (where spatial scale refers to spatial frequency). The large holes correspond to low spatial frequencies, the small ones to high spatial frequencies.