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The horopter was originally defined in geometric terms as the locus of points in space that make the same angle at each eye with the fixation point, although more recently in studies of
binocular vision In biology, binocular vision is a type of vision in which an animal has two eyes capable of facing the same direction to perceive a single three-dimensional image of its surroundings. Binocular vision does not typically refer to vision where an ...
it is taken to be the locus of points in space that have the same disparity as fixation. This can be defined theoretically as the points in space that project on corresponding points in the two
retina The retina (from la, rete "net") is the innermost, light-sensitive layer of tissue of the eye of most vertebrates and some molluscs. The optics of the eye create a focused two-dimensional image of the visual world on the retina, which then ...
s, that is, on anatomically identical points. The horopter can be measured empirically in which it is defined using some criterion. The concept of horopter can then be extended as a geometrical locus of points in space where a specific condition is met: * the binocular horopter is the locus of iso-disparity points in space; * the oculomotor horopter is the locus of iso-vergence points in space. As other quantities that describe the functional principles of the visual system, it is possible to provide a theoretical description of the phenomenon. The measurement with psycho-physical experiments usually provide an empirical definition that slightly deviates from the theoretical one. The underlying theory is that this deviation represents an adaptation of the visual system to the regularities that can be encountered in natural environments.


History of the term

The horopter as a special set of points of single vision was first mentioned in the eleventh century by
Ibn al-Haytham Ḥasan Ibn al-Haytham, Latinized as Alhazen (; full name ; ), was a medieval mathematician, astronomer, and physicist of the Islamic Golden Age from present-day Iraq.For the description of his main fields, see e.g. ("He is one of the prin ...
, known to the west as "Alhazen". He built on the binocular vision work of
Ptolemy Claudius Ptolemy (; grc-gre, Πτολεμαῖος, ; la, Claudius Ptolemaeus; AD) was a mathematician, astronomer, astrologer, geographer, and music theorist, who wrote about a dozen scientific treatises, three of which were of importanc ...
and discovered that objects lying on a horizontal line passing through the fixation point resulted in single images, while objects a reasonable distance from this line resulted in double images. Thus Alhazen noticed the importance of some points in the visual field but did not work out the exact shape of the horopter and used singleness of vision as a criterion. The term ''horopter'' was introduced by
Franciscus Aguilonius Franciscus is a Latin given name, originally an epithet meaning "the Frank, the Frenchman". It was applied to Saint Francis of Assisi (1181/82–1226). Francis had been baptized Giovanni (John); his father was Italian and his mother Provenç ...
in the second of his six books in
optics Optics is the branch of physics that studies the behaviour and properties of light, including its interactions with matter and the construction of instruments that use or detect it. Optics usually describes the behaviour of visible, ultraviole ...
in 1613. In 1818, Gerhard Vieth argued from
Euclidean geometry Euclidean geometry is a mathematical system attributed to ancient Greek mathematics, Greek mathematician Euclid, which he described in his textbook on geometry: the ''Euclid's Elements, Elements''. Euclid's approach consists in assuming a small ...
that the horopter must be a circle passing through the fixation-point and the
nodal point In Gaussian optics, the cardinal points consist of three pairs of points located on the optical axis of a rotationally symmetric, focal, optical system. These are the '' focal points'', the principal points, and the nodal points. For ''ideal'' ...
of the two eyes. A few years later Johannes Müller made a similar conclusion for the horizontal plane containing the fixation point, although he did expect the horopter to be a surface in space (i.e., not restricted to the horizontal plane). The theoretical/geometrical horopter in the horizontal plane became known as the ''Vieth-Müller circle''. However, see the next section ''Theoretical horopter'' for the claim that this has been the case of a ''mistaken identity'' for about 200 years. In 1838,
Charles Wheatstone Sir Charles Wheatstone FRS FRSE DCL LLD (6 February 1802 – 19 October 1875), was an English scientist and inventor of many scientific breakthroughs of the Victorian era, including the English concertina, the stereoscope (a device for di ...
invented the
stereoscope A stereoscope is a device for viewing a stereoscopic pair of separate images, depicting left-eye and right-eye views of the same scene, as a single three-dimensional image. A typical stereoscope provides each eye with a lens that makes the ima ...
, allowing him to explore the empirical horopter. He found that there were many points in space that yielded single vision; this is very different from the theoretical horopter, and subsequent authors have similarly found that the empirical horopter deviates from the form expected on the basis of simple geometry. Recently, plausible explanation has been provided to this deviation, showing that the empirical horopter is adapted to the statistics of retinal disparities normally experienced in natural environments. In this way, the visual system is able to optimize its resources to the stimuli that are more likely to be experienced.


Theoretical Binocular Horopter

Later
Hermann von Helmholtz Hermann Ludwig Ferdinand von Helmholtz (31 August 1821 – 8 September 1894) was a German physicist and physician who made significant contributions in several scientific fields, particularly hydrodynamic stability. The Helmholtz Association, ...
and
Ewald Hering Karl Ewald Konstantin Hering (5 August 1834 – 26 January 1918) was a German physiologist who did much research into color vision, binocular perception and eye movements. He proposed opponent color theory in 1892. Born in Alt-Gersdorf, Ki ...
worked out the exact shape of the horopter almost at the same time. Their descriptions identified two components for the horopter for symmetrical fixation closer than infinity. The first is in the plane which contains the fixation point (wherever it is) and the two nodal points of the eye. Historically the geometric locus of horopteric points in this plane was taken to be a circle (the Vieth-Müller circle) going from one nodal point to the other in space and passing through the fixation point, until Howarth (2011) noted that it was only the portion of the circle containing the fixation point that made the same angle at the two eyes. The second component is a line (the Prévost–Burckhardt line) which is perpendicular to this arc in the median plane, cutting it at the point midway between the two eyes (which may, or may not, be the fixation point). This horopter geometry of an arc in the fixation plane and a perpendicular line remains approximately fixed relative to the eye centers as long as the eyes are fixating somewhere on these two lines. When the eyes are fixated anywhere off these two lines, the theoretical horopter takes the form of a
twisted cubic In mathematics, a twisted cubic is a smooth, rational curve ''C'' of degree three in projective 3-space P3. It is a fundamental example of a skew curve. It is essentially unique, up to projective transformation (''the'' twisted cubic, therefore). ...
passing through the fixation point and asymptoting to the two lines at their extremes. (Under no conditions does the horopter become either a cylinder through the Vieth-Müller circle or a torus centered on the nodal points of the two eyes, as is often popularly assumed.) If the eyes are fixating anywhere at infinity, the Vieth-Müller circle has infinite radius and the horopter becomes the two-dimensional plane through the two straight horopter lines. In detail, the identification of the theoretical/geometrical horopter with the Vieth-Müller circle is only an approximation. It was pointed out in Gulick and Lawson (1976) that Müller's anatomical approximation that the nodal point and eye rotation center are coincident should be refined. Unfortunately, their attempt to correct this assumption was flawed, as demonstrated in Turski (2016). This analysis shows that, for a given fixation point, one has a slightly different horopter circle for each different choice of the nodal point’s location. Moreover, if one changes the fixation point along a given Vieth-Müller circle such that the vergence value remains constant, one obtains an infinite family of such horopters, to the extent that the nodal point deviates from the eye’s rotation center. These statements follow from the Central Angle Theorem and the fact that three non-collinear points give a unique circle. It can also be shown that, for fixations along a given Vieth-Müller circle, all the corresponding horopter circles intersect at the point of symmetric convergence. This result implies that each member of the infinite family of horopters is also composed of a circle in the fixation plane and a perpendicular straight line passing through the point of symmetric convergence (located on the circle) so long as the eyes are in primary or secondary position. When the eyes are in tertiary position away from the two basic horopter lines, the vertical disparities due to the differential magnification of the distance above or below the Vieth-Müller circle have to be taken into account, as was calculated by Helmholtz. In this case the horopter becomes a single-loop spiral passing through the fixation point and converging toward the vertical horopter at the top and bottom extremities and passing through the nodal point of the two eyes. This form was predicted by Helmholtz and subsequently confirmed by Solomons. In the general case that includes the fact that the eyes cyclorotate when viewing above or below the primary horopter circle, the theoretical horopter components of the circle and straight line rotate vertically around the axis of the nodal points of the eyes.


Empirical Binocular Horopter

As Wheatstone (1838) observed, the empirical horopter, defined by singleness of vision, is much larger than the theoretical horopter. This was studied by
Peter Ludvig Panum Peter Ludvig Panum (19 December 1820 – 2 May 1885) was a Danish physiologist and pathologist born on the island of Bornholm in Rønne. The Panum Institute in Copenhagen is named in his honor. Early life and education Panum was born in Rønn ...
in 1858. He proposed that any point in one retina might yield singleness of vision with any point within a circular region centred on the corresponding point in the other retina. This has become known as Panum's fusional area, or just Panum's area,Ames, A., Jr, & Ogle, K. N. (1932). Size and shape of ocular images: III. Visual sensitivity to differences in the relative size of the ocular images of the two eyes. Archives of Ophthalmology, 7(6), 904-924. https://doi.org/10.1001/archopht.1932.00820130088008 although recently that has been taken to mean the area in the horizontal plane, around the Vieth-Müller circle, where any point appears single. These early empirical investigations used the criterion of singleness of vision, or absence of
diplopia Diplopia is the simultaneous perception of two images of a single object that may be displaced horizontally or vertically in relation to each other. Also called double vision, it is a loss of visual focus under regular conditions, and is often v ...
to determine the horopter. Today the horopter is usually defined by the criterion of ''identical visual directions'' (similar in principle to the ''apparent motion horopter'', according that identical visual directions cause no apparent motion). Other criteria used over the years include the ''apparent fronto-parallel plane horopter'', the ''equi-distance horopter'', the ''drop-test horopter'' or the ''plumb-line horopter''. Although these various horopters are measured using different techniques and have different theoretical motivations, the shape of the horopter remains identical regardless of the criterion used for its determination. Consistently, the shape of the empirical horopter have been found to deviate from the geometrical horopter. For the horizontal horopter this is called the Hering-Hillebrand deviation. The empirical horopter is flatter than predicted from geometry at short fixation distances and becomes convex for farther fixation distances. Moreover the vertical horopter have been consistently found to have a backward tilt of about 2 degrees relative to its predicted orientation (perpendicular to the fixation plane). The theory underlying these deviations is that the binocular visual system is adapted to the irregularities that can be encountered in natural environments.


Horopter in computer vision

In
computer vision Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to understand and automate tasks that the hum ...
, the horopter is defined as the curve of points in 3D space having identical coordinates
projection Projection, projections or projective may refer to: Physics * Projection (physics), the action/process of light, heat, or sound reflecting from a surface to another in a different direction * The display of images by a projector Optics, graphic ...
s with respect to two cameras with the same intrinsic parameters. It is given generally by a
twisted cubic In mathematics, a twisted cubic is a smooth, rational curve ''C'' of degree three in projective 3-space P3. It is a fundamental example of a skew curve. It is essentially unique, up to projective transformation (''the'' twisted cubic, therefore). ...
, i.e., a curve of the form ''x'' = ''x''(θ), ''y'' = ''y''(θ), ''z'' = ''z''(θ) where ''x''(θ), ''y''(θ), ''z''(θ) are three independent third-degree
polynomial In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An exa ...
s. In some degenerate configurations, the horopter reduces to a line plus a circle.


References

{{reflist, refs= {{cite journal , doi=10.1016/j.visres.2010.12.018 , title=The geometric horopter , year=2011 , last1=Howarth , first1=PA , journal=Vision Research , volume=51 , issue=4 , pages=397–9 , pmid=21256858 , name-list-style=vanc, doi-access=free {{cite journal , doi=10.1016/j.visres.2015.11.001 , title=On binocular vision: The geometric horopter and Cyclopean eye, year=2016 , last1=Turski, first1=Jacek, journal=Vision Research, volume=119, pages=73–81 , pmid=26548811, doi-access=free {{cite journal , last1=Glanville , first1=AD , year=1993 , title=The Psychological Significance of the Horopter , journal=The American Journal of Psychology , volume=45 , issue=4 , pages=592–627 , jstor=1416191 , name-list-style=vanc , doi=10.2307/1416191 {{cite journal , doi=10.1098/rstl.1838.0019 , title=Contributions to the Physiology of Vision. Part the First. On Some Remarkable, and Hitherto Unobserved, Phenomena of Binocular Vision , year=1838 , last1=Wheatstone , first1=C , journal=Philosophical Transactions of the Royal Society of London , volume=128 , pages=371–94 , jstor=108203 , bibcode=1838RSPT..128..371W , name-list-style=vanc {{cite journal , doi=10.1126/sciadv.1400254 , title=Stereopsis is adaptive for the natural environment , year=2015 , last1=Sprague, display-authors=etal , journal=Science Advances , volume=1 , issue=4, pages=e1400254 , bibcode=2015SciA....1E0254S , pmc=4507831 , pmid=26207262 {{cite journal , doi=10.1038/srep44800 , title=The Active Side of Stereopsis: Fixation Strategy and Adaptation to Natural Environments , year=2017 , last1=Gibaldi, display-authors=etal , journal=Scientific Reports , volume=7, bibcode=2017NatSR...744800G, pmc=5357847 , pmid=28317909 , page=44800 {{cite journal , doi=10.1167/6.1.6 , title=The extended horopter: Quantifying retinal correspondence across changes of 3D eye position , year=2006 , last1=Schreiber , first1=KM , last2=Tweed , first2=DB , last3=Schor , first3=CM , journal=Journal of Vision , volume=6 , issue=1 , pages=64–74 , pmid=16489859 , name-list-style=vanc, doi-access=free {{cite journal , pmid=1236460 , year=1975 , last1=Solomons , first1=H , title=Derivation of the space horopter , volume=30 , issue=2–4 , pages=56–80 , journal=The British journal of physiological optics , name-list-style=vanc {{cite journal , pmid=1236461 , year=1975 , last1=Solomons , first1=H , title=Properties of the space horopter , volume=30 , issue=2–4 , pages=81–100 , journal=The British journal of physiological optics , name-list-style=vanc Vision Curves