Biologically inspired local motion detector architecture

Journal of the Optical Society of America A: Optics and Image Science, and Vision

Volumn 16, Issue 9, 1999, Pages 2059-2068

  Beare, R ^a   Bouzerdoum, A ^b  

^a CSIRO   (Australia)

^b EDITH COWAN UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0005909164     PISSN: 10847529     EISSN: 15208532     Source Type: Journal    
DOI: 10.1364/JOSAA.16.002059     Document Type: Article

References (32)

1. B. Hassenstein and W. Reichardt, “Functional structure of a mechanism of perception of optical movement,” in Proceedings of the International Congress on Cybernetics (International Association of Cybernetics, Namur, Belgium, 1956), pp. 797–801.
2. D. Hubel and T. N. Wiesel, “Receptive fields of single neurons in the cat’s striate cortex,” J. Physiol. (London) 148, 574–591 (1956).
3. H. B. Barlow, R. M. Hill, and W. R. Levick, “Retinal ganglion cells responding selectively to direction and speed of image motion in the rabbit,” J. Physiol. (London) 173, 377–407 (1964).
4. G. B. McCann, “The fundamental mechanism of motion detection in the insect visual system,” Kybernetik 12, 64–73 (1973).
5. E. Buchner, “Elementary movement detectors in an insect visual system,” Biol. Cybern. 24, 85–101 (1976).
6. K. Hausen, “The lobula-complex of the fly: structure, function, and significance in visual behaviour,” in Photoreception and Vision in Invertebrates, M. A. Ali, ed. (Plenum, London, 1984), pp. 523–559.
7. M. Egelhaaf and W. E. Reichardt, “Dynamic response properties of movement detectors: theoretical analysis and electrophysical investigation in the visual system of the fly,” Biol. Cybern. 56, 69–87 (1987).
8. M. Egelhaaf and A. Borst, “Transient and steady-state response properties of movement detectors,” J. Opt. Soc. Am. A 6, 116–127 (1989).
9. N. Franceschini, A. Riehle, and A. Le Nestour, “Directionally sensitive motion detection by insect neurons,” in Facets of Vision, D. G. Stavenga and R. C. Hardie eds. (SpringerVerlag, Berlin, 1989), pp. 360–389.
10. G. A. Horridge and L. Marcelja, “Responses of the H1 neuron of the fly to contrast and moving bars,” Philos. Trans. R. Soc. London Ser. B 329, 75–80 (1990).
11. W. E. Reichardt, “Autocorrelation, a principle for the evaluation of sensory information by the nervous system,” in Sensory Communications, Contributions to Principles of Sensory Communications, W. A. Rosenblith, ed. (Proceedings of the Symposium on Principles of Sensory Communication, 1959) (MIT Press, Cambridge, Mass., 1961), pp. 303–317.
12. H. B. Barlow and W. R. Levick, “The mechanism of directionally selective units in the rabbit’s retina,” J. Physiol. (London) 178, 477–504 (1965).
13. E. H. Adelson and J. R. Bergen, “Spatiotemporal energy models for the perception of motion,” J. Opt. Soc. Am. A 2, 284–299 (1985).
14. A. Bouzerdoum and R. B. Pinter, “Image motion processing in biological and computer vision systems,” in Visual Communications and Image Processing IV, W. A. Pearlman, ed., Proc. SPIE 1199, 1229–1240 (1989).
15. H. Öğmen and S. Gagné, “Neural network architectures for motion perception and elementary motion detection in the fly visual system,” Neural Networks 3, 487–505 (1990).
16. W. H. Zaagman, H. A. K. Mastebroek, and J. W. Kuiper, “On the correlation model: performance of a movement detecting neural element in the fly visual system,” Biol. Cybern. 31, 163–168 (1978).
17. H. Eckert, “Functional properties of the H1-neurone in the third optic ganglion of the blowfly, Phaenicia,” J. Comp. Physiol. 135, 29–39 (1980).
18. A. Bouzerdoum and R. B. Pinter, “Nonlinear lateral inhibition applied to motion detection in the fly visual system,” in Nonlinear Vision: Determination of Neural Receptive Fields, Function, and Networks, R. B. Pinter and B. Nabet, eds. (CRC Press, Boca Raton, Fla., 1992), pp. 423–450.
19. A. Bouzerdoum, “The elementary movement detection mechanism in insect vision,” Philos. Trans. R. Soc. London Ser. B 339, 375–384 (1993).
20. J. P. H. van Santen and G. Sperling, “Elaborated Reichardt detectors,” J. Opt. Soc. Am. A 2, 300–321 (1985).
21. M. Egelhaaf, A. Borst, and B. Pilz, “The role of GABA in detecting visual motion,” Brain Res. 509, 156–160 (1990).
22. A. Schmid and H. Bulthoff, “Using neuropharmacology to distinguish between excitatory and inhibitory movement detection mechanisms in the fly Calliphora erythrocephala,” Biol. Cybern. 59, 71–80 (1988).
23. R. B. Pinter, “The electrophysiological basis for linear and for nonlinear product term lateral inhibition and the consequences for wide field textured stimuli,” J. Theor. Biol. 105, 233–243 (1983).
24. D. W. Arnett, “Spatial and temporal integration properties of units in the first optic ganglion of dipterans,” J. Neurophysiol. 35, 429–444 (1972).
25. J. H. van Hateren, “Theoretical predictions of spatiotemporal receptive fields of fly LMCs, and experimental validation,” J. Comp. Physiol. A 171, 157–170 (1992).
26. R. B. Pinter, D. Osorio, and M. V. Srinivasan, “Shift of edge-taxis to scototaxis depends on mean luminance and is predicted by a matched filter theory on the responses of fly lamina LMC cells,” Visual Neurosci. 4, 579–584 (1990).
27. S. Laughlin, “The role of sensory adaption in the retina,” J. Exp. Biol. 146, 39–62 (1989).
28. M. V. Srinivasan, R. B. Pinter, and D. Osorio, “Matched filtering in the visual system of the fly: large monopolar cells of the lamina are optimized to detect moving edges and blobs,” Proc. R. Soc. London Ser. B 240, 279–293 (1990).
29. G. A. Horridge and L. Marcelja, “Responses of the H1 neuron of the fly to jumped edges,” Philos. Trans. R. Soc. London Ser. B 327, 65–73 (1990).
30. H. Öğmen and S. Gagné, “Neural models for sustained and on–off units of insect lamina,” Biol. Cybern. 63, 51–60 (1990).
31. M. V. Srinivasan, “A proposed mechanism for multiplication of neural signals,” Biol. Cybern. 21, 227–236 (1976).
32. A. Bouzerdoum, “Nonlinear lateral inhibitory neural networks analysis and application to motion detection,” Ph.D. dissertation (University of Washington, Seattle, Wash., 1991).