The DOI matches its Crossref record; 67 of the 67 references it cites were found in a registry or an index.
Directional selectivity and its use in early visual processing
Abstract
The construction of directionally selective units, and their use in the processing of visual motion, are considered. The zero crossings of ∇2G(x, y) ∗ I(x, y) are located, as in Marr & Hildreth (1980). That is, the image is filtered through centre-surround receptive fields, and the zero values in the output are found. In addition, the time derivative ∂[∇2G(x, y) ∗ l(x, y)]/∂t is measured at the zero crossings, and serves to constrain the local direction of motion to within 180°. The direction of motion can be determined in a second stage, for example by combining the local constraints. The second part of the paper suggests a specific model of the information processing by the X and Y cells of the retina and lateral geniculate nucleus, and certain classes of cortical simple cells. A number of psychophysical and neurophysiological predictions are derived from the theory.
Overview
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
Verification
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.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Receptive fields, binocular interaction and functional architecture in the cat’s visual cortex
Hubel, D. H., & Wiesel, T. N. (1962) · The Journal of Physiology · doi:10.1113/jphysiol.1962.sp006837 · Cited by 13,680
Receptive fields and functional architecture of monkey striate cortex
Hubel, D. H., & Wiesel, T. N. (1968) · The Journal of Physiology · doi:10.1113/jphysiol.1968.sp008455 · Cited by 6,568
Marr, D., & Hildreth, E. (1980) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1980.0020 · Cited by 6,510
Self-citationDISCHARGE PATTERNS AND FUNCTIONAL ORGANIZATION OF MAMMALIAN RETINA
Kuffler, S. W. (1953) · Journal of Neurophysiology · doi:10.1152/jn.1953.16.1.37 · Cited by 2,609
Untersuchungen zur Lehre von der Gestalt. II
Wertheimer, M. (1923) · Psychologische Forschung · doi:10.1007/bf00410640 · Cited by 2,177
A computational theory of human stereo vision
Marr, D., & Poggio, T. (1979) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1979.0029 · Cited by 1,801
Self-citationThe Interpretation of Visual Motion
Ullman, S. (1979) · The MIT Press eBooks · doi:10.7551/mitpress/3877.001.0001 · Cited by 1,644
Self-citationThe mechanism of directionally selective units in rabbit's retina.
Barlow, H. B., & Levick, W. R. (1965) · The Journal of Physiology · doi:10.1113/jphysiol.1965.sp007638 · Cited by 1,576
The interpretation of structure from motion
Ullman, S. (1979) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1979.0006 · Cited by 1,044
Self-citationSustained and transient neurones in the cat's retina and lateral geniculate nucleus
Cleland, B. G., Dubin, M. W., & Levick, W. R. (1971) · The Journal of Physiology · doi:10.1113/jphysiol.1971.sp009581 · Cited by 1,038
Research works printed but not linked: 18
- Barlow H. B., 1953, Summation and inhibition in the frog's retina. J. Physiol, Lond., 119, 69
- 10.1016/0042-6989(73)90113-2 · doi:10.1016/0042-6989(73)90113-2
- Cleland G., 1971, Sustained and transient neurons in the cat's retina and LGN. J.Physiol, Lond., 217, 473
- Cowan J. D., 1977, Some remarks on channel bandwidths for visual contrast detection. Neurosci, Res. Progr. Bull., 15, 492
- Enroth-Cugell C., 1966, The contrast sensitivity of retinal ganglion cells of the cat .J.Physiol, Lond., 187, 517
- Graham C. H. 1965 Perception of movement. In Vision and visual perception (ed. C. H. Graham). New York: Wiley.
- Julesz B. 1971 Foundations of cyclopean perception. University of Chicago Press.
- 10.1016/0042-6989(68)90111-9 · doi:10.1016/0042-6989(68)90111-9
- 10.1016/0042-6989(77)90017-7 · doi:10.1016/0042-6989(77)90017-7
- 10.2307/1414610 · doi:10.2307/1414610
- Neuhaus W., 1930, Experimentelle Untersuchung der Scheinbewegung. Arch. ges, Psychol., 75, 315
- Pettigrew J. D., 1968, Response to moving slit by single unit in cat striate cortex, Expl Brain Res., 6, 373
- Ramachandran V. S. Madhusudhan V. R. & Vidyasagar T. R. 1973 Apparent movement with subjective contours. Vision Res. 1 3 1399-1401. · doi:10.1016/0042-6989(73)90219-8
- 10.1098/rspb.1979.0042 · doi:10.1098/rspb.1979.0042
- Reichardt W. E., 1980, Visual control of flight in the fly. In Recent theoretical developments in neurobiology (ed. W. E. Reichardt, V. B. Mountcastle & T. Poggio), Neurosci. Res. Prog. Bull., 135
- Shipley W. G., 1945, Beta-apparent movement under binocular, monocular, and interocular stimulation. AmJ, Psychol., 58, 545
- Sillito A. M., 1974, Effects of iontophoretic application of bicuculline on the receptive field properties of simple cells in the visual cortex of the cat. J . Physiol, Lond., 242, 127
- Zeeman W. P. C. & Roelofs C. O. 1953 Some aspects of apparent motion. Acta psychol. 9 159-181. · doi:10.1016/0001-6918(53)90010-9
Cited by
Horn, B. K. P., & Schunck, B. G. (1981) · Artificial Intelligence · doi:10.1016/0004-3702(81)90024-2 · Cited by 10,312
Marr, D., & Hildreth, E. (1980) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1980.0020 · Cited by 6,510
Self-citationSpatiotemporal energy models for the perception of motion
Adelson, E. H., & Bergen, J. R. (1985) · Journal of the Optical Society of America A · doi:10.1364/josaa.2.000284 · Cited by 3,442
Model of human visual-motion sensing
Watson, A. B., & Ahumada, A. J. (1985) · Journal of the Optical Society of America A · doi:10.1364/josaa.2.000322 · Cited by 1,170
Computation of component image velocity from local phase information
Fleet, D. J., & Jepson, A. D. (1990) · International Journal of Computer Vision · doi:10.1007/bf00056772 · Cited by 1,085
Metadata
- Authors
- Marr, D., & Ullman, S.
- Venue
- Proceedings of the Royal Society of London. Series B. Biological Sciences
- Publisher
- The Royal Society
- Published
- 1981-03-06
- Volume
- 211
- Issue
- 1183
- Pages
- 151-180
- ISSN
- 0080-4649 (ISSN-L)
- 2053-9193
- OpenAlex
- W2074798463
- Cited by
- 638
- References
- 67
- FWCI
- 11.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- royalsociety.org/journals/ethics-policies/data-sharing-mining/ (tdm)
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
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Directional selectivity and its use in early visual processing. https://app.cochat.ai/papers/10.1098/rspb.1981.0001
- The paper
- Marr, D., & Ullman, S. (1981). Directional selectivity and its use in early visual processing. Proceedings of the Royal Society of London. Series B. Biological Sciences. https://doi.org/10.1098/rspb.1981.0001
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.