Skip to main content
Log in

‘What’ and ‘where’ in the human visual system: Two hierarchies of visual modules

  • Published:
Synthese Aims and scope Submit manuscript

Abstract

In this paper we focus on the modularity of visual functions in the human visual cortex, that is, the specific problems that the visual system must solve in order to achieve recognition of objects and visual space. The computational theory of early visual functions is briefly reviewed and is then used as a basis for suggesting computational constraints on the higher-level visual computations. The remainder of the paper presents neurological evidence for the existence of two visual systems in man, one specialized for spatial vision and the other for object vision. We show further clinical evidence for the computational hypothesis that these two systems consist of several visual modules, some of which can be isolated on the basis of specific visual deficits which occur after lesions to selected areas in the visually responsive brain. We will provide examples of visual modules which solve information processing tasks that are mediated by specific anatomic areas. We will show that the clinical data from behavioral studies of monkeys (Ungerleider and Mishkin 1984) supports the distinction between two visual systems in monkeys, the ‘what’ system, involved in object vision, and the ‘where’ system, involved in spatial vision.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  • Allman, J.: 1987, ‘Maps in Context: Some Analogies between Visual Cortical and Genetic Maps’, in Lucia M. Vaina (ed.), Matters of Intelligence, D. Reidel, Dordrecht, pp. 369–93.

    Google Scholar 

  • Balint, R.: 1909, ‘Seelenlahmung des “Schauens”, optische Ataxie, räumliche Störung der Aufmerksamkeit’, Montasschr. f. Psychiat. u. Neurol. 25, 57–71.

    Google Scholar 

  • Bender, M. B. and L. T. Furlow: 1945, ‘Phenomenon of Visual Extinction in Homonymous Fields and Psychological Principles Involved’, Archs Neurol. Psychiat., 53, 29–33.

    Google Scholar 

  • Benson, D. F., J. Segarra, and M. L. Albert: 1974, ‘Visual Agnosia-Prosopagnosia, A Clinico-Pathological Correlation’, Archives of Neurology 30, 307–10.

    Google Scholar 

  • Benton, A.: 1979, ‘Visuoperceptive, Visuospatial, and Visuoconstructive Disorders’, in K. M. Heilman and E. Valenstein (eds.), Clinical Neuropsychology, pp. 186–232.

  • Biederman, I.: 1985, ‘Human Image Understanding: Recent Research and a Theory’, Comp. Vis. Graph. Imag. Processing 32, 29–73.

    Google Scholar 

  • Botez, M. I.: 1975, ‘Two Visual Systems in Clinical Neurology: Readaptive Role of the Primitive System in Visual Agnostic Patients’, European Neurology 13, 101–22.

    Google Scholar 

  • Butters, N. and M. Barton: 1970, ‘Role of the Right Parietal Lobe in the Mediation of Cross-Modal Associations and Reversible Operations in Space’, Cortex 6, 174–90.

    Google Scholar 

  • Cajal, S. R.: 1954, Neuron Theory or Reticular Theory? Objective Evidence of Anatomical Unity of Nerve Cells, Consejo Superior De Investigaciones Cientificas, Madrid, Spain.

    Google Scholar 

  • Campbell, F. W. and J. G. Robson: 1968, ‘Applications of Fourier Analysis to the Visibility of Gratings’, J. Physiol., London, 197, 551–56.

    Google Scholar 

  • Carmon, A. and H. P. Bechtoldt: 1969, ‘Dominance of the Right Cerebral Hemisphere for Stereopsis’, Neuropsychologia 7, 29–39.

    Google Scholar 

  • Critchley, M.: 1953, The Parietal Lobes, Arnold and Co., London.

    Google Scholar 

  • Damasio, A. and A. Benton: 1979, ‘Impairment of Hand Movement under Visual Guidance’, Neurology 29, 170–74.

    Google Scholar 

  • Damasio, A.: 1980, ‘Neglect Following Damage to Frontal Lobe or Basal Ganglia’, Neuropsychologia 8, 123–32.

    Google Scholar 

  • Danta, G.: 1978, ‘Hemisphere Function and Binocular Depth Perception’, Brain 101, 569–89.

    Google Scholar 

  • Denny-Brown, D., J. S. Meyer and S. Horenstein: 1952, ‘The Significance of Perceptual Rivalry Resulting from Parietal Lesion’, Brain 75, 433–71.

    Google Scholar 

  • Denny-Brown, D. and B. Q. Banker: 1954, ‘Amorphosynthesis from Left Parietal Lesion’, Arch. Neurol. Psychiat. 71, 302–13.

    Google Scholar 

  • Denny-Brown, D. and R. Chambers: 1958, ‘The Parietal Lobes and Behavior’, Res. Pabl. Assoc. Nerv. Ment. Dis. 36, 307–10.

    Google Scholar 

  • DeRenzi, E.: 1982, Disorders of Space Exploration and Cognition, John Wiley and Sons, New York.

    Google Scholar 

  • Efron, R.: 1968, ‘What Is Perception?’ in R. Cohen and M. Wartofsky (eds.), Boston Studies in Philosophy and Science, Vol. 4, Humanities Press, New York, D. Reidel, Dordrecht.

    Google Scholar 

  • Gelb, A. K. and K. Goldstein: 1924, ‘Uber Farbenamnesie’, Psychol. Forsch. 6, 127–86.

    Google Scholar 

  • Geschwind, N.: 1965, ‘Disconnection Syndromes in Animals and Man’, Brain 88, 237–94.

    Google Scholar 

  • Geschwind, N. and M. Fusillo: 1966, ‘Color-Naming Defects in Association with Alexia’, Archives of Neurology 15, 137–46.

    Google Scholar 

  • Goldstein, A. and A. Gelb: 1918, ‘Psychologische Analysen hirnpathologischer Falle auf Grund von Untersuchungen Hirnverletzter. I. Abhandlung. Zur Psychologie des optischen Wahrnehmungund Erkennungsvorganges’, Zeitschrift fur die gesamte Neurologie und Psychiatrie 41, 1–142.

    Google Scholar 

  • Gross, C., R. Desimone, T. Albright and E. Schwartz: 1985, ‘Inferior Temporal Cortex and Pattern Recognition’, Pontificae Academiae Scientiarvum Scripta Varia 54, 179–200.

    Google Scholar 

  • Hamsher, K. S.: 1978, ‘Stereopsis and Unilateral Brain Disease’, Invest. Opthalmol. Visual Sciences 17, 336–42.

    Google Scholar 

  • Hecaen, H. and M. L. Albert: 1978, Human Neuropsychology, John Wiley and Sons, New York.

    Google Scholar 

  • Hecaen, H., R. Ajuriaguerra and F. Massonet: 1954, ‘Balint's Syndrome (Psychic Paralysis of Visual Fixation and its Minor Forms)’, Brain 77, 373–400.

    Google Scholar 

  • Heilman, K.: 1979, ‘Neglect and Related Disorders’, in K. M. Heilman and E. Valenstein (eds.), Clinical Neuropsychology, Oxford Press, New York.

    Google Scholar 

  • Heilman, K. and E. Valenstein: 1972 ‘Auditory Neglect in Man’, Archives of Neurology 22, 660–64.

    Google Scholar 

  • Hendricks, I., I. E. Holliday and K. H. Ruddock: 1981, ‘A New Class of Visual Defect’, Brain 104, 813–40.

    Google Scholar 

  • Holmes, G.: 1918, ‘Disturbances of Visual Orientation’, British Journal of Opthalmology 2, 449–68, 506–16.

    Google Scholar 

  • Holmes, G.: 1919, ‘Disturbances of Visual Space Perception’, British Medical Journal II, 230–33.

    Google Scholar 

  • Jackson, H.: 1878, ‘On Affliction of Speech from Disease’, Brain 1, 304–30.

    Google Scholar 

  • Kinsbourne, M. and E. K. Warrington: 1962, ‘A Disorder of Simultaneous Form Perception’, Brain 85, 461–86.

    Google Scholar 

  • Kinsbourne, M. and E. K. Warrington: 1964, ‘Observations in Colour Agnosia’, Journal of Neurology, Neurosurgery, and Psychology 27, 296–99.

    Google Scholar 

  • Levine, D. N.: 1978, ‘Prosopagnosia and Visual Object Agnosia: A Behavioral Study’, Brain and Language 5, 341–65.

    Google Scholar 

  • Lewandowsky, M.: 1908, ‘Uber Abspaltung des Farbensinnes’, Mtschr. Psychiat. 23, 488–93.

    Google Scholar 

  • Lissauer, H.: 1880, ‘Ein Fall von Seelenblindheit nebst einen Beitrag zur Theorie Derselben’, Arch. Psychiat. Nervenkr. 21, 222–70.

    Google Scholar 

  • Lu, C. and D. H. Fender: 1972, ‘The Interaction of Color and Luminance in Stereoscopic Vision’, Investigative Opth. 11, 482–90.

    Google Scholar 

  • Marr, D.: 1976, ‘Early Processing of Visual Information’, Phil. Trans. Roy. Soc. B. 275, 483–524.

    Google Scholar 

  • Marr, D.: 1982, Vision, Freeman, San Francisco.

    Google Scholar 

  • Marr, D. and E. C. Hildreth: 1980, ‘Theory of Edge Detection’, Proc. R. Soc. London B. 214, 501–24.

    Google Scholar 

  • Marr, D. and K. Nishihara: 1978, ‘Representation and Recognition of the Spatial Organization of Three Dimensional Shapes’, Proc. R. Soc. London. B. 290, 269–94.

    Google Scholar 

  • Marr, D. and K. Nishihara: 1978, ‘Visual Information Processing, Artificial Intelligence and the Sensorium of Sight’, Technology Review 8, 2–22.

    Google Scholar 

  • Meadows, J. C.: 1974, ‘Disturbed Perception of Colours Associated with Localized Cerebral Lesions’, Brain 97, 615–32.

    Google Scholar 

  • Mesulam, M. and N. Geschwind: 1977, ‘On the Possible Role of Neocortex and Its Limbic Connections in the Process of Attention and Schizophrenia: Clinical Cases of Inattention in Man and Exp. Anatomy in Monkeys’, J. Psychiat. Res. 74, 249–59.

    Google Scholar 

  • Milner, B.: 1958, ‘Psychological Defects Produced by Temporal Lobe Excision’, Proc. Assoc. Res. Nerv. Ment. Dis. 36, 244–57.

    Google Scholar 

  • Mollon, J. D.: 1979, ‘The Theory of Colour Vision’, in K. Connolly (ed.), Psychology Survey No. 2, George Allen & Unwin, London, pp. 128–50.

    Google Scholar 

  • Newcombe, F. and G. Ratcliff: 1974, ‘Agnosia, A Disorder of Object Recognition’, in F. Michel and B. Schott (eds.), Les Syndromes de Diconnexion Calleuse chez l'homme, Colloque International de Lyon.

  • Newcombe, F. and W. R. Russell: 1969, ‘Dissociated Visual Perceptual and Spatial Deficits in Focal Lesions of the Right Hemisphere’, Journal of Neurology and Neurosurgical Psychiatry 32, 73–81.

    Google Scholar 

  • Nielsen, J. M.: 1937, ‘Unilateral Cerebral Dominance as Related to Mind blindness: Minimal Lesion Capable of Causing Visual Agnosia for Objects’, Arch. Neurol. Psychiat. 38, 108–35.

    Google Scholar 

  • Nishihara, K.: 1983, ‘Recognition of Shape of Visible Surfaces’, in O. L. Braddick and A. C. Sleigh, Physical and Biological Processing of Images, Springer-Verlag, pp. 335–39.

  • Patterson, A. and O. L. Zangwill: 1944, ‘A Case of Topographical Disorientation Associated with a Unilateral Cerebral Lesion’, Brain 68, 188–211.

    Google Scholar 

  • Pick, A.: 1908, ‘Über Störungen der Orientierung am eigenen Korper’, Arbeiten aus der deutschen psychiatrischen, Universitat-Klinik in Prag., Karger, Berlin.

    Google Scholar 

  • Ratcliff, G. and Cowey: 1979, ‘Disturbances of Visual Perception Following Cerebral Lesions’, in D. J. Osborne (ed.), Research in Psychology of Medicine, Academic Press, New York, pp. 307–14.

    Google Scholar 

  • Ratcliff, G. and F. Newcombe: 1982, ‘Object Recognition: Some Deductions from the Clinical Evidence’, in A. W. Ellis (ed.), Normality and Pathology in Cognitive Function, Academic Press, London and New York.

    Google Scholar 

  • Riddock, G.: 1917, ‘Discussion of Visual Perception Due to Occipital Injuries, with Special Reference to Appreciation of Movement’, Brain 40, 15–57.

    Google Scholar 

  • Rondot, R. and A. Tzavaras: 1969, ‘La prosopagnosie apres vingt annees d'etudes cliniques et neuropsychologiques’, J. Psychol. Norm. Path. 2, 133–65.

    Google Scholar 

  • Ross, E. D.: 1980, ‘Sensory-Specific and Fractional Disorders of Recent Memory in Man I: Isolated Loss of Recent Visual Memory’, Archives of Neurology, 193–200.

  • Rubens, A.: 1979, Agnosia in Clinical Neuropsychology, K. M. Hellman and E. Valenstein (eds.), Oxford Press, New York pp. 223–67.

    Google Scholar 

  • Schneider, G. T.: 1968, ‘Two Visual Systems’, Science, 895–902.

  • Smith, E., R. Shoben, and T. Ripps: 1974, ‘Structure and Process in Semantic Memory’, Psy. Rev. 81, 214–41.

    Google Scholar 

  • Stevens, K.: 1979, ‘Surface Perception from Local Analysis of Texture and Contour’, MIT Ph.D. thesis.

  • Teuber, M. L.: 1959, ‘Some Alterations in Behavior after Cerebral Lesions in Man’, Evolution of Nervous Control, AAAS, Washington, pp. 157–94.

    Google Scholar 

  • Teuber, H. L.: 1975, ‘Effects of Brain Injury on Human Behavior’, in D. B. Tower (ed.), The Nervous System, Vol. 2, The Clinical Neuroscience, Raven Press, New York.

    Google Scholar 

  • Torre, V. and T. Poggio, 1985, ‘On Edge Detection’, in Trans. Anal. Mach. Intell., in press.

  • Trevarthen, C.: 1968, ‘Two Mechanisms of Vision in Primates’, Psychol. Forsch. 31, 299–337.

    Google Scholar 

  • Tulving, E.: 1972, ‘Episodic and Semantic Memory’, in E. Tulving and W. Donaldson (eds.), Organization of Memory, Academic Press, New York.

    Google Scholar 

  • Ullman, S.: 1979, The Interpretation of Visual Motion, MIT Press, Cambridge, Massachusetts.

    Google Scholar 

  • Ungerleider, L. and M. Mishkin: 1984, ‘Two Cortical Visual Systems’, in D. J. Ingle, M. A. Goodale and R. Mansfield, (eds.), Analysis of Visual Behavior, MIT Press, pp. 549–86.

  • Vaina, L. M.: 1985, ‘Towards a Computational Theory of Semantic Memory’, in L. Vaina and J. Hintikka (eds.), Cognitive Constraints of Communication. D. Reidel, Dordrecht.

    Google Scholar 

  • Vaina, L. M.: 1983, ‘From Shapes and Movements to Objects and Actions’, Synthese 54, 3–36.

    Google Scholar 

  • Vaina, L. M.: 1987, ‘Visual Texture for Recognition’, in L. M. Vaina (ed.), Matters of Intelligence, D. Reidel, Dordrecht.

    Google Scholar 

  • Vaina, L. M.: 1988, ‘The Effects of Right Occipital-Parietal Lesions on Visual Motion Perception’, Investigative Opthalmology and Visual Science 28, 000–000.

    Google Scholar 

  • Vaina, L. M.: 1989, ‘Visual Motion Deficits in Patients with Right-Occipital Parietal Lesions’, Biol. Cyb. 61(5), 347–59.

    Google Scholar 

  • Vaina, L. M. and Y. Bennour: 1985, ‘Visual Recognition of Arm Movements: A Computational Analysis’, Perceptual and Motor Skills 60, 203–06.

    Google Scholar 

  • Vaina, L. M. and S. Zlateva: 1990, ‘The Largest Convex Patches: A Boundary Based Method for Obtaining Object Parts’, Biological Cybernetics 62, 1–12.

    Google Scholar 

  • Vaina, L. M., R. Tootell, M. Le May and D. Bienfang: 1989, ‘Functional Streams in Human Visual Cortex: Clinical Evidence for a Segregation of Color and Motion Processing’, Investigative Opthalmology and Visual Science 29.

  • Warrington, E. K.: 1975, ‘The Selective Impairment of Semantic Memory’, Quart. Journ. of Exp. Psych. 27, 635–57.

    Google Scholar 

  • Warrington, E. K.: 1985, ‘Visual Deficits Associated with Occipital Lobe Lesions in Man’, Experimental Brain Research Supplementum Series 11.

  • Warrington, E. K. and M. James: 1967, ‘Disorders of Visual Perception in Patients with Localized Cerebral Lesion’, Neuropsychologia 5, 253–266.

    Google Scholar 

  • Warrington, E. K. and T. Shallice: 1984, ‘Category Specific Semantic Impairments’, Brain 107, 829–54.

    Google Scholar 

  • Warrington, E. K. and A. Taylor: 1973, ‘The Contribution of the Right Parietal Lobe to Object Recognition’, Cortex 9, 152–64.

    Google Scholar 

  • Warrington, E. K. and A. Taylor: 1978, ‘Two Categorical Stages of Object Recognition’, Perception 7, 695–705.

    Google Scholar 

  • Watson, A. B., K. M. Heilman, J. C. Cauthen, and F. A. King: 1973, ‘Neglected after Cingulectomy’, Neurology 23, 1003–7.

    Google Scholar 

  • Wolpert, Z. F. D.: 1924, ‘Die simultagnosie: storung der geramtauffassung’, Gesamte-Neural u. Psyc. 93, 397–415.

    Google Scholar 

  • Zihl, J., P. Von Cramon, and N. Mai: 1983, ‘Selective Disturbance of Movement Vision after Bilateral Brain Damage’, Brain 106, 313–40.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

I thank Carole Graybill for editorial help.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Vaina, L.M. ‘What’ and ‘where’ in the human visual system: Two hierarchies of visual modules. Synthese 83, 49–91 (1990). https://doi.org/10.1007/BF00413688

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00413688

Keywords

Navigation