Abstract
Mesopic vision is a form of ocular vision: sight at the intermediate light levels of dusk, dawn, and night-time streets, where the rod and cone photoreceptors are active at once. It occupies the twilight zone between bright-light photopic vision, served by the cones, and dim-light scotopic vision, served by the rods. Because two receptor systems with different spectral sensitivities contribute together, mesopic vision cannot be predicted from either alone: color weakens, the eye's peak sensitivity slides toward blue-green (the Purkinje shift), and rod and cone signals interact rather than simply add. This article traces the duplex retina, the Purkinje shift, rod-cone interaction, and the luminous-efficiency problem that makes mesopic photometry difficult, along with its practical stakes for road lighting and night driving. Three interactive demonstrations let the reader explore each effect.
Keywords: mesopic vision, Purkinje shift, rod-cone interaction, luminous efficiency, ocular vision
Mesopic vision is the mode of sight that operates when illumination is too dim for the cones to work alone but too bright for the rods to work alone, so that both photoreceptor systems contribute to the same percept (Zele & Cao, 2015). It is the vision of the real world at the margins of the day — twilight, moonlight, and the artificially lit night — and it is the regime in which most night driving and outdoor walking actually take place. The central difficulty is that mesopic vision is not a simple blend of its neighbours. The rods and cones have different spectral sensitivities, different speeds, different spatial resolutions, and different wiring, and in the mesopic range their signals combine non-additively, so the behaviour of the whole system cannot be read off from either receptor class studied in isolation (Stockman & Sharpe, 2006). This is why a century after the photochemistry of the two receptor systems was worked out, the measurement of mesopic brightness remained an open engineering problem. This article should be read alongside color vision, whose cone machinery is progressively silenced as light falls through the mesopic range into the colorless world of scotopic vision.
- Mesopic vision is the intermediate-luminance regime — roughly 0.005 to 5 candela per square metre — in which rods and cones are simultaneously active.
- The retina is duplex: cones serve bright-light (photopic) vision and rods serve dim-light (scotopic) vision, and the mesopic range is where their operating ranges overlap.
- As light dims through the mesopic range, peak spectral sensitivity shifts from about 555 nm toward about 507 nm — the Purkinje shift — so blues brighten relative to reds.
- Rod and cone signals interact non-additively, so mesopic brightness, color, and flicker cannot be predicted by adding the two receptor systems.
- Because standard photopic photometry misestimates brightness in the mesopic range, dedicated mesopic photometry systems were developed for road lighting and night driving.
What Mesopic Vision Is
Mesopic vision is defined by the light level at which it occurs. Human vision spans an enormous range of luminances, from starlight to bright sunlight — some ten orders of magnitude — and it covers that range with two receptor systems rather than one. At high luminances (above roughly 5 cd/m², photopic conditions) vision is mediated by the cones, giving sharp, colorful, foveal sight. At very low luminances (below roughly 0.005 cd/m², scotopic conditions) the cones are below threshold and vision is mediated entirely by the rods, giving blurry, colorless, peripheral sight. Between these lies the mesopic range, where both systems operate together (Zele & Cao, 2015). The MeSH scope note captures this precisely: mesopic vision is the function of the eye at intermediate levels of illumination where both the rod and cone photoreceptors are active in processing light input simultaneously.
The mesopic range is not a footnote to normal vision; it is where a great deal of consequential seeing happens. Dusk, dawn, moonlit landscapes, and streets lit at night all fall in or near the mesopic range, and it is precisely there that visual performance is hardest to predict and most safety-critical (Stockman & Sharpe, 2006). What makes mesopic vision a genuine scientific problem, rather than merely a labelled interval on the luminance axis, is that the two receptor systems do not have the same properties. The cones are fast, high-resolution, densest in the fovea, and come in three spectral classes that support color. The rods are slow, low-resolution, absent from the central fovea, far more sensitive, and of a single spectral class, so they cannot support color. When both contribute at once, the resulting vision inherits a shifting mixture of these properties that changes continuously as the light level moves through the range.
Figure 1
The Luminance Range of Human Vision and the Mesopic Zone
Types of Mesopic Vision
In the Medical Subject Headings (MeSH) vocabulary, mesopic vision is classified under ocular vision (its parent descriptor) and has one narrower descriptor of its own, shown in Table 2. MeSH is an indexing classification built to organise the biomedical literature, not a theory of how vision works, so its tree should be read as a filing scheme rather than a claim about mechanism. The single child below is not an exhaustive taxonomy of “kinds” of mesopic vision; it is the one narrower topic NLM has judged distinct enough to index separately.
| Subtype | MeSH descriptor | What it covers |
|---|---|---|
| Rod-Cone Interaction | Rod-Cone Interaction (D055258) | The mutual influence of rod and cone signals when both receptor systems are simultaneously active, as they are throughout the mesopic range; the mechanism behind mesopic brightness, color, and flicker. |
This child descriptor has no dedicated article on this site yet, so it is named here without a link. The classification is also orthogonal to other ways of dividing vision — by receptor (rod versus cone), by retinal region (foveal versus peripheral), or by attribute (brightness, color, motion) — and a single mesopic percept typically cuts across all of these at once. Rod-cone interaction is treated in its own right in the section below.
The Duplex Retina and the Mesopic Range
The existence of a mesopic range is a direct consequence of the duplex retina: the fact that the human eye contains two anatomically and functionally distinct classes of photoreceptor with overlapping but different operating ranges. Selig Hecht established the quantitative, photochemical basis of this duality, showing that rod and cone vision could be understood as photochemical systems with characteristic sensitivities and time courses, and that the light levels at which each operates could be measured precisely (Hecht, 1937). His work made the transition between rod and cone vision a measurable phenomenon rather than a qualitative impression, and it is the intellectual foundation of the concept of a mesopic transition zone.
The two systems differ in sensitivity by a large factor, and the mesopic range is exactly the interval of overlap. As luminance rises from scotopic levels, the rods approach saturation: their response compresses and eventually ceases to grow with further increases in light, a limit Aguilar and Stiles measured directly by showing that the rod mechanism stops signalling increments once the background is bright enough (Aguilar & Stiles, 1954). Meanwhile the cones, which are far less sensitive, rise from below threshold to become the dominant system. Through the mesopic range the two systems trade dominance: at the dim end the rods carry most of the signal with the cones just emerging; at the bright end the cones dominate with the rods approaching saturation. The precise boundaries depend on the state of adaptation, the size and eccentricity of the stimulus, and its spectral content, which is why the mesopic range is better thought of as a graded transition than as a fixed interval (Zele & Cao, 2015).
Rod and Cone Operating Ranges
Slide the ambient luminance from starlight to sunlight and watch the two receptor systems trade dominance through the mesopic zone.
Rod contribution: 65% · Cone contribution: 35%
Color seen: full color
The Purkinje Shift
The most familiar perceptual signature of the mesopic transition is the Purkinje shift. Jan Evangelista Purkinje noticed in the 1820s that as twilight falls, red flowers that had looked bright by day become dark and dull while blue flowers retain and even gain relative brightness. This is not an illusion but a direct consequence of the differing spectral sensitivities of the two receptor systems. The cones, which mediate photopic vision, are most sensitive in the yellow-green near 555 nm; the rods, which mediate scotopic vision, are most sensitive in the blue-green near 507 nm. As light dims and vision shifts from cone-dominated to rod-dominated, the eye's peak spectral sensitivity slides from the longer toward the shorter wavelength, so long-wavelength (red) lights lose luminance faster than short-wavelength (blue) lights (Stockman & Sharpe, 2006).
Within the mesopic range the shift is progressive rather than abrupt, because the eye's effective spectral sensitivity is a changing weighted combination of the cone and rod functions. Precise measurement of the cone spectral sensitivities in observers of known genotype provided the photopic anchor for this account (Stockman & Sharpe, 2000), and mesopic luminous-efficiency measurements traced the intermediate functions between the photopic and scotopic extremes (Sagawa & Takeichi, 1986). The Purkinje shift is more than a curiosity: it means that the relative brightness of two colored lights depends on the ambient light level, which is why a signal or sign optimised for daylight visibility may be poorly matched to night-time conditions, and why the choice of light spectrum matters so much for night-time tasks.
The Purkinje Shift
A red (650 nm) and a blue-green (500 nm) light are set to look equally bright in daylight. Dim the adaptation toward night and watch the red fall away.
brightness 1.000
brightness 1.000
Rod-Cone Interaction
If mesopic vision were simply the sum of independent rod and cone contributions it would pose no special problem: one could measure each system separately and add them. The reason mesopic vision is difficult is that the two systems interact. Rod signals feed into pathways once thought to be exclusively cone-driven, and the presence of a rod signal alters how cone signals are processed, and vice versa (Stabell & Stabell, 1998). These interactions are not merely additive; they change the gain, timing, and even the apparent color of the combined response.
Several strands of evidence establish the interaction. Rod signals intrude on the chromatic channels, contributing to color appearance at mesopic levels even though the rods themselves cannot discriminate wavelength, and these rod contributions to color perception grow in an orderly, linear way with rod contrast, showing that the rod input to the color pathways is a graded, quantifiable signal rather than an all-or-none intrusion (Cao et al., 2008). In the temporal domain, dark-adapted rods suppress the detection of cone-mediated flicker, a receptoral-and-postreceptoral interaction that reveals how the two systems share and compete for downstream pathways (Cao et al., 2006). Together these findings show that the mesopic percept is a genuinely integrated product of the two receptor systems — the phenomenon MeSH files as rod-cone interaction — and that it cannot be reconstructed by measuring rods and cones apart and summing them (Zele & Cao, 2015).
Luminous Efficiency and Mesopic Photometry
Photometry is the measurement of light weighted by its effectiveness for the visual system, and it rests on a luminous-efficiency function that specifies how much each wavelength contributes to perceived brightness. Standard photometry uses two such functions: the photopic V(λ), peaking at 555 nm, for daylight vision, and the scotopic V′(λ), peaking at 507 nm, for night vision. The problem is that neither applies in the mesopic range, where the effective luminous-efficiency function lies somewhere between the two and shifts continuously with adaptation (Stockman & Sharpe, 2006). Measuring these intermediate functions is itself difficult, partly because brightness matching and flicker photometry — the two standard methods — give different answers in the mesopic range, precisely because rod-cone interactions affect the two tasks differently (Sagawa & Takeichi, 1986).
Two broad approaches to a working mesopic photometry emerged. One builds the mesopic function as an explicit, adaptation-dependent combination of the photopic and scotopic functions, so that the weighting slides from V(λ) toward V′(λ) as luminance falls. This approach was formalised in the internationally recommended system for mesopic photometry, which defines the mesopic luminous-efficiency function as a visual-performance-based interpolation between the photopic and scotopic functions indexed by the adaptation level (CIE, 2010). The other, proposed by Rea and colleagues, is a unified system of photometry spanning the full range from photopic to scotopic adaptation, offered as an engineering alternative that treats the entire luminance range within a single model (Rea et al., 2004). Both approaches confront the same underlying fact: because the spectral sensitivity of the mesopic eye depends on the light level, no single fixed weighting function can correctly predict brightness across the range, so any practical system must make the weighting adaptation-dependent.
Mesopic Luminous Efficiency
Slide from scotopic to photopic adaptation and watch the eye's peak spectral sensitivity move between 507 and 555 nm.
Applications: Road Lighting and Night Driving
The stakes of mesopic photometry are highest in outdoor lighting at night, where road surfaces and pavements are typically lit to mesopic levels and where the visual tasks — detecting a pedestrian or an obstacle at the edge of vision, judging distance, reacting in time — are safety-critical. Because the periphery is rod-rich and the light levels are mesopic, road lighting is exactly the domain where using the photopic V(λ) function misestimates real visibility, and where the spectrum of the light source, not just its photopic quantity, changes how well drivers and pedestrians can see (Fotios & Gibbons, 2018).
The empirical work bears this out. Under mesopic conditions, both the amount and the spectrum of illumination govern how quickly and reliably a pedestrian detects an obstacle in peripheral vision, with more rod-stimulating (shorter-wavelength-rich) light improving peripheral detection at equal photopic level (Uttley et al., 2017). This is the practical payoff of mesopic photometry: two lamps rated as equally bright by conventional photopic measurement can differ substantially in the peripheral obstacle detection they support at night, because their spectra weight rod and cone contributions differently. Adopting a mesopic weighting therefore allows road lighting to be specified for the visual system that is actually operating after dark, which can improve detection and reaction time — or maintain them at lower energy cost — relative to photopic-only design (Fotios & Gibbons, 2018).
Worked Example
The Purkinje shift can be made quantitative, and doing so shows why the relative brightness of two colored lights depends on the ambient level. Consider a red light at 650 nm and a blue-green light at 500 nm. Using representative luminous-efficiency values — photopic V(500) = 0.323 and V(650) = 0.107, scotopic V′(500) = 0.982 and V′(650) = 0.000677 — suppose the two lights are adjusted to be equally bright under photopic (daylight) viewing.
Equal photopic luminance means each light's radiance times its photopic efficiency is the same. Setting that common photopic luminance to 1 unit, the required radiances are 1 / 0.323 = 3.10 for the blue-green light and 1 / 0.107 = 9.35 for the red light: the red light must be physically far more intense to look as bright as the blue-green one by day, because the eye is relatively insensitive to red.
Now take those same two physical lights into scotopic (rod) vision, where brightness follows V′(λ). The blue-green light's scotopic luminance is 3.10 × 0.982 = 3.04; the red light's is 9.35 × 0.000677 = 0.0063. The blue-green light is now about 3.04 / 0.0063 ≈ 480 times as luminous as the red — two lights that matched by day differ by more than two orders of magnitude by night. In the middle of the mesopic range, modelling the effective efficiency as an equal blend Vmes(λ) = 0.5 V(λ) + 0.5 V′(λ) gives Vmes(500) = 0.653 and Vmes(650) = 0.054, so the blue-green light is 3.10 × 0.653 = 2.02 against the red's 9.35 × 0.054 = 0.50 — a ratio of about 4 to 1. The single physical pair of lights thus shifts from equal brightness (photopic) to 4:1 (mid-mesopic) to roughly 480:1 (scotopic) purely because the eye's spectral weighting slides from V(λ) toward V′(λ). That progression is the Purkinje shift, and it is the reason a fixed photopic weighting cannot describe brightness in the mesopic range.
Discussion
Mesopic vision matters to cognitive psychology because it is a clean case in which perception cannot be reduced to a single sensory channel. The percept at any moment is a combination of two receptor systems with different properties, weighted by the state of adaptation, and the combination is non-additive, so the whole is genuinely more than the sum of its measurable parts (Stockman & Sharpe, 2006). The Purkinje shift, the weakening of color, the fall in acuity, and the changing weighting of the periphery are all manifestations of the same underlying fact: which receptor system is doing the seeing is itself a variable, set by the light level, and the transition between systems has its own distinctive perceptual character (Zele & Cao, 2015).
The account has open seams. Rod-cone interaction is well established qualitatively, but a complete quantitative model that predicts mesopic brightness, color, and temporal sensitivity from the two receptor inputs across the whole range remains elusive, which is why brightness matching and flicker photometry can still disagree (Cao et al., 2008). The competing frameworks for mesopic photometry — an adaptation-dependent blend of the photopic and scotopic functions versus a single unified system — reflect this unsettled state (Rea et al., 2004). And the discovery that a third class of photoreceptor, the melanopsin-containing retinal ganglion cells, also responds within the mesopic range has complicated the classical two-receptor picture in ways the field is still working out.
Current Directions
The most active current question is whether mesopic vision is really a two-receptor phenomenon at all. The intrinsically photosensitive retinal ganglion cells, which contain the pigment melanopsin, are sensitive at the light levels that span the mesopic range, and evidence is accumulating that they contribute to the visual responses long attributed to rods and cones alone. Melanopsin activation interacts with luminance and chromatic signals to shape the pupil light response (Barrionuevo & Cao, 2016), and it contributes to the estimation of brightness itself, adding a slow, third input alongside the cone signal (Zele et al., 2018). More recently, melanopsin photoreception has been shown to modulate rod-mediated and cone-mediated temporal vision differently, indicating that the third receptor system does not simply add a constant offset but reweights the classical pathways in a task-dependent way (Uprety et al., 2022).
This reframes the mesopic range as the meeting point of three receptor systems rather than two, and it re-opens questions that seemed settled. If melanopsin contributes to brightness and to temporal vision at mesopic levels, then photometric systems built solely on rod and cone functions are incomplete in principle, and the practical work of specifying night lighting may eventually need to account for a third spectral sensitivity. The methodological thrust of the field has correspondingly shifted toward silent-substitution and receptor-isolating techniques that can drive one receptor class while holding the others constant, allowing the separate contributions of rods, cones, and melanopsin to be disentangled within the intact mesopic eye (Uprety et al., 2022).
Common Misconceptions
- Mesopic vision is just a mix of daylight and night vision.
- Rod and cone signals interact non-additively in the mesopic range, so mesopic vision cannot be reconstructed by measuring photopic and scotopic vision separately and averaging them (Stockman & Sharpe, 2006; Cao et al., 2008).
- The Purkinje shift is an illusion or an afterimage.
- It is a real change in the eye's spectral sensitivity as vision passes from cone-dominated to rod-dominated, because the rods peak at a shorter wavelength (about 507 nm) than the cones (about 555 nm) (Stockman & Sharpe, 2006).
- Standard (photopic) light meters measure night-time visibility correctly.
- Photopic photometry uses the daylight V(λ) function, which misestimates brightness at mesopic levels; two sources rated equally bright can differ in the peripheral detection they support at night because their spectra weight rods and cones differently (Fotios & Gibbons, 2018; Uttley et al., 2017).
Glossary
- CIE mesopic system.
- An internationally recommended photometry framework in which the mesopic luminous-efficiency function is an adaptation-dependent combination of the photopic and scotopic functions, so its spectral weighting slides with the light level.
- Cone.
- A photoreceptor that operates at photopic and upper-mesopic light levels; cones are fast, high-resolution, concentrated in the fovea, and come in three spectral classes that support color vision.
- Dark adaptation.
- The progressive increase in visual sensitivity that occurs on moving from bright to dim conditions, as the cones and then the far more sensitive rods recover; it carries vision down through the mesopic range into the scotopic.
- Duplex retina.
- The organisation of the retina around two distinct photoreceptor systems — rods and cones — with different sensitivities and operating ranges; the reason a mesopic transition zone exists at all.
- Luminous efficiency function.
- A curve specifying how effective each wavelength is at producing the sensation of brightness; the photopic V(λ) peaks near 555 nm and the scotopic V′(λ) near 507 nm.
- Melanopsin.
- The photopigment of the intrinsically photosensitive retinal ganglion cells; sensitive across the mesopic range, it forms a third receptor input to brightness, the pupil response, and temporal vision.
- Mesopic vision.
- Vision at the intermediate light levels (roughly 0.005–5 cd/m²) where both rods and cones are simultaneously active, so the percept combines the two receptor systems.
- Photometry.
- The measurement of light weighted by its effectiveness for the human visual system, as opposed to radiometry, which measures physical radiant power without any visual weighting.
- Photopic vision.
- Daylight vision at high luminances (above roughly 5 cd/m²) mediated by the cones, giving sharp, colorful, foveal sight; the bright-end neighbour of the mesopic range.
- Purkinje shift.
- The shift of peak spectral sensitivity from about 555 nm toward about 507 nm as vision moves from cone-dominated to rod-dominated, so that blues brighten relative to reds as light dims.
- Rod saturation.
- The compression and eventual ceiling of the rod response as background luminance rises through the mesopic range, after which the rods no longer signal further increases in light and the cones take over.
- Rod-cone interaction.
- The non-additive mutual influence of rod and cone signals when both are active; rods intrude on the chromatic channels and modulate cone flicker detection, making the mesopic percept an integrated product of both systems.
- Rod.
- A photoreceptor that operates at scotopic and lower-mesopic light levels; rods are slow, highly sensitive, of a single spectral class (so colorless), and absent from the central fovea.
- Scotopic vision.
- Night vision at very low luminances (below roughly 0.005 cd/m²) mediated entirely by the rods, giving blurry, colorless, peripheral sight; the dim-end neighbour of the mesopic range.
- Spectral sensitivity.
- The relative effectiveness of different wavelengths in exciting a receptor or the visual system as a whole; the differing spectral sensitivities of rods and cones are the root of the Purkinje shift.
Key Researchers
Steven L. Buck. Professor emeritus of psychology at the University of Washington; he studies rod-cone interactions and the hue of rod vision, showing that rod signals feed the chromatic channels and bias perceived hue at mesopic levels. Faculty Page - Google Scholar
Dingcai Cao. Vision scientist at the University of Illinois at Chicago; he quantifies rod contributions to color and flicker and rod-cone-melanopsin interactions across the mesopic range. ORCID - Faculty Page - Google Scholar
Steve Fotios. Professor of lighting and visual perception at the University of Sheffield; he applies mesopic photometry to road lighting, establishing how illuminance and spectrum govern peripheral detection and reaction times at night. ORCID - Faculty Page - Google Scholar
Selig Hecht. Biophysicist at Columbia University (1892–1947); he established the quantitative photochemical basis of rod and cone vision and the light levels at which each operates, foundational to the concept of a mesopic transition zone. Wikipedia
Jan Evangelista Purkinje. Czech physiologist (1787–1869); he described the Purkinje shift, the relative loss of red and gain of blue-green brightness as illumination falls, the defining perceptual signature of the mesopic transition. Wikipedia
Mark S. Rea. Lighting scientist at the Icahn School of Medicine at Mount Sinai (formerly director of the Lighting Research Center at Rensselaer); he proposed a unified system of photometry spanning photopic to scotopic adaptation. ORCID - Google Scholar
Andrew Stockman. Steers Professor of investigative eye research at the UCL Institute of Ophthalmology; he analysed the complexities of mesopic vision and luminous efficiency and derived the cone spectral sensitivities. ORCID - Faculty Page - Google Scholar
Andrew J. Zele. Professor at the Queensland University of Technology Centre for Vision and Eye Research; he maps vision under mesopic and scotopic illumination and the contributions of rods, cones, and melanopsin to brightness and temporal vision. Faculty Page - Wikidata
Frequently Asked Questions
What is mesopic vision?
Mesopic vision is sight at intermediate light levels (roughly 0.005 to 5 candela per square metre) where both the rod and cone photoreceptors are active at the same time. It is the vision of twilight, moonlight, and lit night-time streets, lying between bright-light photopic vision and dim-light scotopic vision (Zele & Cao, 2015).
How is mesopic vision different from photopic and scotopic vision?
Photopic (daylight) vision is served by the cones alone and scotopic (night) vision by the rods alone, but mesopic vision draws on both at once. Because the two receptor systems have different spectral sensitivities and interact non-additively, mesopic vision cannot be predicted from either extreme alone (Stockman & Sharpe, 2006).
What is the Purkinje shift?
It is the shift of the eye's peak spectral sensitivity from about 555 nm toward about 507 nm as light dims and vision moves from cone-dominated to rod-dominated. As a result, red objects darken and blue-green objects brighten relative to one another at twilight (Stockman & Sharpe, 2006).
Why can we not see color well at night?
Color vision depends on the three cone classes, and as light falls into the lower mesopic and scotopic range the cones drop below threshold, leaving only the single class of rods, which cannot discriminate wavelength. Rod signals still contribute to color at mesopic levels, but full color vision fades as the cones fall silent (Cao et al., 2008).
What is rod-cone interaction?
It is the non-additive mutual influence of rod and cone signals when both are active. Rods intrude on the color pathways and modulate the detection of cone-mediated flicker, so the mesopic percept is an integrated product of both systems rather than their sum (Cao et al., 2008; Cao et al., 2006).
Why does mesopic vision matter for road lighting?
Roads at night are lit to mesopic levels, and the safety-critical tasks, such as detecting a pedestrian or obstacle in peripheral vision, depend on rod as well as cone signals. Standard photopic light meters misestimate this visibility, so the spectrum of the light source, not just its rated brightness, affects how well drivers and pedestrians see (Fotios & Gibbons, 2018; Uttley et al., 2017).
Why is mesopic photometry so difficult?
Because the eye's spectral sensitivity in the mesopic range depends on the light level, no single fixed weighting function can predict brightness across it. Any workable system must make the weighting adaptation-dependent, sliding from the photopic function toward the scotopic one as luminance falls (Rea et al., 2004; Sagawa & Takeichi, 1986).
Do only rods and cones contribute to mesopic vision?
Not entirely. The melanopsin-containing retinal ganglion cells are also sensitive across the mesopic range and contribute to brightness, the pupil response, and temporal vision, so recent work treats the mesopic range as the meeting point of three receptor systems rather than two (Zele et al., 2018; Uprety et al., 2022).
References
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Barrionuevo, P. A., & Cao, D. (2016). Luminance and chromatic signals interact differently with melanopsin activation to control the pupil light response. Journal of Vision, 16(11), 29. https://doi.org/10.1167/16.11.29
Cao, D., Zele, A. J., & Pokorny, J. (2006). Dark-adapted rod suppression of cone flicker detection: Evaluation of receptoral and postreceptoral interactions. Visual Neuroscience, 23(3-4), 531-537. https://doi.org/10.1017/S0952523806233376
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International Commission on Illumination. (2010). Recommended system for mesopic photometry based on visual performance (CIE 191:2010). CIE. https://doi.org/10.25039/tr.191.2010
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Sagawa, K., & Takeichi, K. (1986). Spectral luminous efficiency functions in the mesopic range. Journal of the Optical Society of America A, 3(1), 71-75. https://doi.org/10.1364/JOSAA.3.000071
Stabell, B., & Stabell, U. (1998). Chromatic rod-cone interaction during dark adaptation. Journal of the Optical Society of America A, 15(11), 2809-2815. https://doi.org/10.1364/JOSAA.15.002809
Stockman, A., & Sharpe, L. T. (2000). The spectral sensitivities of the middle- and long-wavelength-sensitive cones derived from measurements in observers of known genotype. Vision Research, 40(13), 1711-1737. https://doi.org/10.1016/S0042-6989(00)00021-3
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Uprety, S., Adhikari, P., Feigl, B., & Zele, A. J. (2022). Melanopsin photoreception differentially modulates rod-mediated and cone-mediated human temporal vision. iScience, 25(7), 104529. https://doi.org/10.1016/j.isci.2022.104529
Uttley, J., Fotios, S., & Cheal, C. (2017). Effect of illuminance and spectrum on peripheral obstacle detection by pedestrians. Lighting Research & Technology, 49(2), 211-227. https://doi.org/10.1177/1477153515602954
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Zele, A. J., Adhikari, P., Feigl, B., & Cao, D. (2018). Cone and melanopsin contributions to human brightness estimation. Journal of the Optical Society of America A, 35(4), B19-B25. https://doi.org/10.1364/JOSAA.35.000B19