Computer vision


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File:Human eye cross-sectional view grayscale.png

The retina is a thin layer of cells at the back of the eyeball of vertebrates and some cephalopods; it is the part of the eye which transduces light into neural signals.

The retina contains photoreceptor cells (mainly rods and cones, but also some retinal ganglion cells) which receive the light; the resulting neural signals then undergo complex processing by other neurons of the retina, and are transformed into action potentials in retinal ganglion cells whose axons form the optic nerve. The retina not only detects light, it also plays a significant part in visual perception. In embryonal development, the retina and the optic nerve originate as outgrowths of the brain.

George Wald, Haldan Keffer Hartline and Ragnar Granit won the 1967 Nobel Prize in Physiology or Medicine for their scientific research on the retina.

The unique structure of the blood vessels in the retina have been used for biometric identification.

Physical structure of human eyeEdit

In adult humans the entire retina is 72% of a sphere about 22 mm in diameter. At the centre of the retina attaches the optic nerve. This spot is known as the blind spot as it lacks photoreceptors. It appears as an oval white area of 3 mm2. Temporal (in the direction of the temples) to this disc is the macula. At its center is the fovea, a pit that is most sensitive to light and is responsible for our sharp central vision. Around the fovea extends the central retina for about 6mm and then the peripheral retina. The edge of the retina is defined by the ora serrata. The length from one ora to the other (or macula), the most sensitive area along the horizontal meridian is about 3.2 mm.

File:Fig retine.png

In section the retina is no more than 0.5 mm thick. It has five layers, three of nerve cells and two of synapses. The optic nerve carries the ganglion cell axons to the brain and the blood vessels that open into the retina. Perhaps as a product of evolution, the ganglion cells lie innermost in the retina while the photoreceptive cells lie outermost. Because of this light must first pass through the thickness of the retina before reaching the rods and cones. However it does not pass through the epithelium or the choroid (both of which are opaque).

The white blood cells in the capillaries in front of the photoreceptors can be perceived as tiny bright moving dots when looking into blue light. This is known as the blue field entoptic phenomenon (or Scheerer's phenomenon).

Between the ganglion cell layer and the rods and cones there are two layers of neuropils where synaptic contacts are made. The neuropil layers are the outer plexiform layer and the inner plexiform layer. In the outer the rod and cones connect to the vertically running bipolar cells and the horizontally oriented horizontal cells connect to ganglion cells.

The central retina is cone-dominated and the peripheral retina is rod-dominated. In total there are about six million cones and a hundred and twenty-five million rods. At the centre of the macula is the foveal pit where the cones are smallest and in a hexagonal mosaic, the most efficient and highest density. Below the pit the other retina layers are displaced, before building up along the foveal slope until the rim of the fovea or parafovea which is the thickest portion of the retina. The macula has a yellow pigmentation from screening pigments and is known to ophthalmologists as the macula lutea.

Operation of human retinaEdit

An image is produced by the "patterned excitation" of the retinal receptors, the cones and rods. The excitation is processed by the neuronal system and various parts of the brain working in parallel to form a representation of the external environment in the brain.

The cones respond to bright light and mediate high-resolution vison and colour vision. The rods respond to dim light and mediate lower-resolution, black-and-white, night vision. It is a lack of cones sensitive to red, blue, or green light that causes individuals to have deficiencies in colour vision or various kinds of colour blindness. Humans and old world monkeys have three different types of cones (trichromatic vision) while other mammals lack cones with red sensitive pigment and therefore have poorer (dichromatic) colour vision. When light falls on a receptor it sends a proportional response synaptically to bipolar cells which in turn signal the retinal ganglion cells. The receptors are also 'cross-linked' by horizontal cells and amacrine cells, which modify the synaptic signal before the ganglion cells. Rod and cone signals are intermixed and combine, although rods are mostly active in very poorly lit conditions and saturate in broad daylight, while cones are not sensitive enough to work at very low light levels.

Despite all being nerve cells only the retinal ganglion cells and few amacrine cells create action potentials. In the photoreceptors exposure to light hyperpolarizes the membrane in a series of graded shifts. The outer cell segment contains a photopigment and the process leads to a change in levels of cyclic GMP, altering the sodium conductance of the membrane. The amount of neurotransmitter released is reduced in bright light and increases as light levels fall. The actual photopigment is bleached away in bright light and only replaced as a chemical process, so in a transition from bright light to darkness the eye can take up to thirty minutes to reach full sensitivity (see dark adaptation).

In the retinal ganglion cells there are two types of response, depending on the receptive field of the cell. The receptive fields of retinal ganglion cells comprise a central approximately circular area, where light has one effect on the firing of the cell, and an annular surround, where light has the opposite effect on the firing of the cell. One response, from on cells, is to increase the rate of firing to increases in light intensity in the centre of the receptive field. The other response, from off cells, is to decrease the rate of firing to increases in light intensity in the centre of the receptive field. Beyond this simple difference ganglion cells are also differentiated by chromatic sensitivity and the type of spatial summation. With spatial summation cells showing linear summation are termed X cells (also called "P", "parvocellular" or "midget" ganglion cells), and those showing non-linear summation are Y cells (also called "magnocellular, "M", or "parasol" retinal ganglion cells).

In the transfer of signal to the brain, the visual pathway, the retina is vertically divided in two, a temporal half and a nasal half. The axons from the nasal half cross the brain at the optic chiasma to join with axons from the temporal half of the other eye before passing into the lateral geniculate body.

Although there are more than 130 million retinal receptors, there are only approximately 1.2 million fibres (axons) in the optic nerve so a large amount of pre-processing is performed within the retina. The fovea produces the most accurate information. Despite occupying about 0.01% of the visual field (less than 2° of visual angle), about 10% of axons in the optic nerve are devoted to the fovea. The resolution limit of the fovea has been determined at around 104 points. The information capacity is estimated at 5 x 105 bits per second (for more information on bits, see information theory) without colour or around 6 x 105 bits per second including colour.

Diseases, diagnosis and treatmentEdit

Using an ophthalmoscope an ophthalmologist can see the retina of an eye to determine its health. Recently, adaptive optics have been used to image individual rods and cones in the living human retina.

The upcoming technology, which is recently becoming widespreadly available is Optical Coherence Tomography (OCT). This non-invasive technique allows to obtain a 3D volumetric or high resolution cross-sectional tomogram of the retinal fine structure histologic-quality.

Transplantation of retinas has been attempted, but without much success.

At MIT and the University of New South Wales, an "artificial retina" is under development: an implant which will bypass the photoreceptors of the retina and stimulate the attached nerve cells directly, with signals from a digital camera.

Difference between vertebrate and cephalopod retinasEdit

As described above, the vertebrate retina is inverted in the sense that the light sensing cells sit at the back side of the retina, so that light has to pass through a layer of neurons before it reaches the photoreceptors. By contrast, the cephalopod retina is everted: the photoreceptors are located at the front side of the retina, with processing neurons behind them. Because of this, cephalopods don't have a blind spot.

The cephalopod retina does not originate as an outgrowth of the brain, as the vertebrate one does. This shows that vertebrate and cephalopod eyes are not homologous but have evolved separately.

External linksEdit


  • S. R. Y. Cajal, Histologie du Système Nerveux de l'Homme et des Vertébrés, Maloine, Paris, 1911.
  • M. Meister and M. J. B. II, The neural code of the retina, Neuron, vol. 22 p. 435-50, 1999.
  • R. W. Rodieck, Quantitative analysis of cat retinal ganglion cell response to visual stimuli, Vision Research, vol. 5 p. 583-601, 1965.
  • J. J. Atick and A. N. Redlich, What does the retina know about natural scenes?, Neural Computation, p. 196-210, 1992.
  • Schulz, H., Goetz, T., Kaschkoetoe, J., Weber B.H. (2004). The Retinome - defining a reference transcriptome of the adult mammalian retina/retinal pigment epithelium - RetinaCentral. BMC Genomics. 2004 Jul 29;5(1):50. Institute of Human Genetics, Biocenter, University of Wuerzburg, D-97074 Wuerzburg, Germany.

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