Cone and melanopsin contributions to human brightness estimation
Open accessAbstract
We determined the contributions of cone and melanopsin luminance signaling to human brightness perception. The absolute brightness of four narrowband primary lights presented in a full-field Ganzfeld was estimated in two conditions, either cone luminance-equated (186.7−1,867.0 cd·m−2) or melanopsin luminance-equated (31.6−316.3 melanopsin cd·m−2). We show that brightness estimations for each primary light follow an approximately linear increase with increasing cone or melanopsin luminance (in log units), but are not equivalent for primary lights equated with either cone or melanopsin luminance. Instead, brightness estimations result from a combined interaction between cone and melanopsin signaling. Analytical modeling with wavelength-dependent coefficients signifies that melanopsin luminance positively correlates with brightness magnitudes, and the cone luminance has two contribution components, one that is additive to melanopsin luminance and a second that is negative, implying an adaptation process. These results provide a new framework for evaluating the physiological basis of brightness perception and have direct practical applications for the development of energy-efficient light sources.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There is now converging evidence that melanopsin signals reach the primary visual cortex (V1), where they may contribute to and modulate visual perception.
“There is now converging evidence that melanopsin signals reach the primary visual cortex (V1) [82], where they may contribute to and modulate our visual perception [20, 25, 109].”
From Effects of light on human circadian rhythms, sleep and mood (2019) · cites this paper as [109]
Citation [82] is attached to the claim that melanopsin signals reach V1; the later claim about modulating perception has separate citations. The Discussion describes projections to the LGN and says it remains undetermined whether melanopsin provides input to cortical luxotonic neurons, but does not establish that its signals reach V1. Searched for primary visual cortex, V1, and cortical melanopsin input. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Phototransduction by retinal ganglion cells that set the circadian clock
Berson, D. M., Dunn, F. A., & Takao, M. (2002) · Science · doi:10.1126/science.1067262 · Cited by 3,629 · see citing works
Dacey, D. M., Liao, H.-W., Peterson, B. B., Robinson, F. R., Smith, V. C., Pokorny, J., Yau, K.-W., & Gamlin, P. D. (2005) · Nature · doi:10.1038/nature03387 · Cited by 1,333 · see citing works
Spectral sensitivity of the foveal cone photopigments between 400 and 500 nm
Smith, V. C., & Pokorny, J. (1975) · Vision Research · doi:10.1016/0042-6989(75)90203-5 · Cited by 1,318 · see citing works
Measuring and using light in the melanopsin age
Lucas, R. J., Peirson, S. N., Berson, D. M., Brown, T. M., Cooper, H. M., Czeisler, C. A., Figueiro, M. G., Gamlin, P. D., Lockley, S. W., O’Hagan, J. B., et al. (2014) · Trends in Neurosciences · doi:10.1016/j.tins.2013.10.004 · Cited by 1,278 · see citing works
Ecker, J. L., Dumitrescu, O. N., Wong, K. Y., Alam, N. M., Chen, S., LeGates, T. A., Renna, J. M., Prusky, G. T., Berson, D. M., & Hattar, S. S. (2010) · Neuron · doi:10.1016/j.neuron.2010.05.023 · Cited by 669 · see citing works
Mach Bands: Quantitative Studies on Neural Networks in the Retina
Jameson, D., Hurvich, L. M., & Ratliff, F. (1966) · The American Journal of Psychology · doi:10.2307/1420901 · Cited by 653 · see citing works
Brightness Function: Effects of Adaptation*
Stevens, J., & Stevens, S. S. (1963) · Journal of the Optical Society of America · doi:10.1364/josa.53.000375 · Cited by 512 · see citing works
Comparison of Four Methods of Heterochromatic Photometry
Wagner, G., & Boynton, R. M. (1972) · Journal of the Optical Society of America · doi:10.1364/josa.62.001508 · Cited by 306 · see citing works
Lee, B. B., Martin, P. R., & Valberg, A. (1988) · The Journal of Physiology · doi:10.1113/jphysiol.1988.sp017292 · Cited by 296 · see citing works
Intraretinal signaling by ganglion cell photoreceptors to dopaminergic amacrine neurons
Zhang, D.-Q., Wong, K. Y., Sollars, P. J., Berson, D. M., Pickard, G. E., & McMahon, D. G. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0803893105 · Cited by 287 · see citing works
Enezi, J. A., Revell, V., Brown, T., Wynne, J., Schlangen, L., & Lucas, R. (2011) · Journal of Biological Rhythms · doi:10.1177/0748730411409719 · Cited by 278 · see citing works
Melanopsin-Based Brightness Discrimination in Mice and Humans
Brown, T. M., Tsujimura, S.-I., Allen, A. E., Wynne, J., Bedford, R., Vickery, G., Vugler, A., & Lucas, R. J. (2012) · Current Biology · doi:10.1016/j.cub.2012.04.039 · Cited by 256 · see citing works
Orthogonal combination of the three visual channels
Ingling, C. R., & Tsou, B. H.-P. (1977) · Vision Research · doi:10.1016/0042-6989(77)90013-x · Cited by 236 · see citing works
Lennie, P., Pokorny, J., & Smith, V. C. (1993) · Journal of the Optical Society of America A · doi:10.1364/josaa.10.001283 · Cited by 233 · see citing works
Calcium Imaging Reveals a Network of Intrinsically Light-Sensitive Inner-Retinal Neurons
Sekaran, S., Foster, F., Lucas, R. J., & Hankins, M. W. (2003) · Current Biology · doi:10.1016/s0960-9822(03)00510-4 · Cited by 231 · see citing works
Heterochromatic additivity, foveal spectral sensitivity, and a new color model*
Guth, S. L., & Lodge, H. (1973) · Journal of the Optical Society of America · doi:10.1364/josa.63.000450 · Cited by 226 · see citing works
Light adaptation in cone vision involves switching between receptor and post-receptor sites
Dunn, F. A., Lankheet, M. J., & Rieke, F. M. (2007) · Nature · doi:10.1038/nature06150 · Cited by 219 · see citing works
The Circadian Response of Intrinsically Photosensitive Retinal Ganglion Cells
Zele, A. J., Feigl, B., Smith, S. S., & Markwell, E. L. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017860 · Cited by 184 · see citing works
Self-citationKinoshita, M., & Komatsu, H. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.86.5.2559 · Cited by 177 · see citing works
The Post-Illumination Pupil Response (PIPR)
Adhikari, P., Zele, A. J., & Feigl, B. (2015) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.14-16233 · Cited by 173 · see citing works
Self-citationLiao, H., Ren, X., Peterson, B. B., MARSHAK, D. W., Yau, K., Gamlin, P. D., & Dacey, D. M. (2016) · The Journal of Comparative Neurology · doi:10.1002/cne.23995 · Cited by 153 · see citing works
Visual adaptation: Retinal transduction, brightness and sensitivity
Mansfield, R. J. W. (1976) · Vision Research · doi:10.1016/0042-6989(76)90178-4 · Cited by 143 · see citing works
Rod inputs to macaque ganglion cells
Lee, B. B., Smith, V. C., Pokorny, J., et al. (1997) · Vision Research · doi:10.1016/s0042-6989(97)00108-9 · Cited by 142 · see citing works
Luxotonic responses of units in macaque striate cortex.
Kayama, Y., Riso, R. R., Bartlett, J. R., & Doty, R. W. (1979) · Journal of Neurophysiology · doi:10.1152/jn.1979.42.6.1495 · Cited by 138 · see citing works
Kremers, J., Scholl, H. P. N., Knau, H., et al. (2000) · Journal of the Optical Society of America A · doi:10.1364/josaa.17.000517 · Cited by 137 · see citing works
Melanopsin-Driven Light Adaptation in Mouse Vision
Allen, A. E., Storchi, R., Martial, F. P., Petersen, R. S., Montemurro, M. A., Brown, T. M., & Lucas, R. J. (2014) · Current Biology · doi:10.1016/j.cub.2014.09.015 · Cited by 132 · see citing works
Specificity of Cone Inputs to Macaque Retinal Ganglion Cells
Sun, H., Smithson, H. E., Zaidi, Q., et al. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00714.2005 · Cited by 128 · see citing works
Response of units in striate cortex of squirrel monkeys to visual and electrical stimuli.
Bartlett, J. R., & Doty, R. W. (1974) · Journal of Neurophysiology · doi:10.1152/jn.1974.37.4.621 · Cited by 123 · see citing works
Variations in cone populations for red–green color vision examined by analysis of mRNA
Hagstrom, S. A., Neitz, J., & Neitz, M. (1998) · Neuroreport · doi:10.1097/00001756-199806220-00009 · Cited by 119 · see citing works
Photopic luminance does not always predict perceived room brightness
Berman, S. M., Jewett, D. L., Fein, G., Saika, G., & Ashford, F. (1990) · Lighting Research & Technology · doi:10.1177/096032719002200103 · Cited by 104 · see citing works
Cao, D., Nicandro, N., & Barrionuevo, P. A. (2015) · Journal of Vision · doi:10.1167/15.1.27 · Cited by 101 · see citing works
Self-citationBrightness sensation in a ganzfeld
Barlow, R. B., & Verrillo, R. T. (1976) · Vision Research · doi:10.1016/0042-6989(76)90056-0 · Cited by 93 · see citing works
Brightness of equal-luminance lights
Burns, S. A., Smith, V. C., Pokorny, J., et al. (1982) · Journal of the Optical Society of America · doi:10.1364/josa.72.001225 · Cited by 77 · see citing works
Subadditivity and superadditivity in heterochromatic brightness matching
Yaguchi, H., & Ikeda, M. (1983) · Vision Research · doi:10.1016/0042-6989(83)90187-6 · Cited by 49 · see citing works
Sequential processing in vision: The interaction of sensitivity regulation and temporal dynamics
Smith, V. C., Pokorny, J., Lee, B. B., et al. (2008) · Vision Research · doi:10.1016/j.visres.2008.05.002 · Cited by 49 · see citing works
Scene brightness of illuminated interiors
Rea, M. S., Mou, X., & Bullough, J. D. (2015) · Lighting Research & Technology · doi:10.1177/1477153515581412 · Cited by 43 · see citing works
Evidence for the contribution of S cones to the detection of flicker brightness and red–green
Teufel, H. J., & Wehrhahn, C. (2000) · Journal of the Optical Society of America A · doi:10.1364/josaa.17.000994 · Cited by 42 · see citing works
Toward a CIE supplementary system of photometry: brightness at any level including mesopic vision
Sagawa, K. (2006) · Ophthalmic and Physiological Optics · doi:10.1111/j.1475-1313.2006.00357.x · Cited by 42 · see citing works
A unified relationship between brightness and luminance
Bodmann, H. (1980) · Medical Entomology and Zoology · Cited by 40 · see citing works
Kaiser, P. K. (1971) · Applied Optics · doi:10.1364/ao.10.002768 · Cited by 36 · see citing works
Do magnocellular and parvocellular ganglion cells avoid short-wavelength cone input?
Sun, H., Smithson, H. E., Zaidi, Q., et al. (2006) · Visual Neuroscience · doi:10.1017/s0952523806233042 · Cited by 36 · see citing works
The Effects of Short-Term Light Adaptation on the Human Post-Illumination Pupil Response
Joyce, D. S., Feigl, B., & Zele, A. J. (2016) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.16-19934 · Cited by 35 · see citing works
Self-citationBarrionuevo, P. A., & Cao, D. (2014) · Journal of the Optical Society of America A · doi:10.1364/josaa.31.00a131 · Cited by 31 · see citing works
Self-citationBrightness perception of unrelated self-luminous colors
Withouck, M., Smet, K. A. G., Ryckaert, W. R., et al. (2013) · Journal of the Optical Society of America A · doi:10.1364/josaa.30.001248 · Cited by 29 · see citing works
Unveiling the foveal blue scotoma through an afterimage
Magnussen, S. J., Spillmann, L., Stürzel, F., et al. (2003) · Vision Research · doi:10.1016/j.visres.2003.09.023 · Cited by 25 · see citing works
Spectral sensitivity and scene brightness at low to moderate photopic light levels
Besenecker, U., Bullough, J. D., & Radetsky, L. C. (2015) · Lighting Research & Technology · doi:10.1177/1477153515575767 · Cited by 24 · see citing works
Size of the foveal blue scotoma related to the shape of the foveal pit but not to macular pigment
Chen, Y., Lan, W., & Schaeffel, F. (2014) · Vision Research · doi:10.1016/j.visres.2014.10.011 · Cited by 10 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- CIE, Light as a true visual quantity: Principles of measurement. Publ. CIE No.41, 1st Edition 1978/Reprint 1994 ed., Bureau Central de la CIE, Paris (1994), pp. TC-1.4.
- G. Wyszecki and W. S. Stiles, Color Science -Concepts and Methods, Quantitative Data and Formulae (John Wiley & Sons, New York, 1982).
- S. S. Stevens, Psychophysics (Wiley, New York, 1975).
Cited by
Sorted by citations
Effects of light on human circadian rhythms, sleep and mood
Blume, C., Garbazza, C., & Spitschan, M. (2019) · Somnologie · doi:10.1007/s11818-019-00215-x · Cited by 695 · see citing works
Melanopsin contributions to non-visual and visual function
Spitschan, M. (2019) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2019.06.004 · Cited by 146 · see citing works
Light modulation of human clocks, wake, and sleep
Prayag, A. S., Münch, M., Aeschbach, D., Chellappa, S. L., & Gronfier, C. (2019) · Clocks & Sleep · doi:10.3390/clockssleep1010017 · Cited by 122 · see citing works
Evidence for an impact of melanopsin activation on unique white perception
Cao, D., Chang, A., & Gai, S. (2018) · Journal of the Optical Society of America A · doi:10.1364/josaa.35.00b287 · Cited by 51 · see citing works
Self-citation
- Authors
- Zele, A. J., Adhikari, P., Feigl, B., & Cao, D.
- Affiliations
- Queensland University of Technology (AU)
- University of Illinois Chicago (US)
- Corresponding author
- Zele, Andrew J.
- Adhikari, Prakash
- Feigl, Beatrix
- Cao, Dingcai
- Venue
- Journal of the Optical Society of America A
- Publisher
- Optica Publishing Group
- Published
- 2018-01-30
- Volume
- 35
- Issue
- 4
- Pages
- B19
- ISSN
- 1084-7529 (ISSN-L)
- 1520-8532
- OpenAlex
- W2786043078
- Cited by
- 97
- References
- 47
- Citations by year
- 2026: 5 · 2025: 12 · 2024: 8 · 2023: 16 · 2022: 9 · 2021: 6 · 2020: 12 · 2019: 19 · 2018: 9 · 2012: 1
- FWCI
- 6.79
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of the Optical Society of America A (publishedVersion)
- PubMed (publishedVersion)
- QUT ePrints (Queensland University of Technology) (submittedVersion)
- Funders
- Australian Research Council (ARC) (ARC-DP170100274)
- National Eye Institute (NEI) (P30-EY01792)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Color Science and Applications
- Keywords
- brightness perception, melanopsin, cone photoreceptors, luminance adaptation, ganzfeld, energy-efficient lighting
- MeSH terms
- Melanopsin, Adult, Female, Humans, Light, Male, Photic Stimulation, Vision, Ocular, Visual Perception, Rod Opsins, Retinal Cone Photoreceptor Cells
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review