A coarse-to-fine disparity energy model with both phase-shift and position-shift receptive field mechanisms

Neural Computation

Volumn 16, Issue 8, 2004, Pages 1545-1577

  Chen, Yuzhi ^a   Qian, Ning ^a  

^a Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; BINOCULAR VISION; BIOLOGICAL MODEL; CYTOLOGY; ENERGY METABOLISM; NERVE CELL; PHYSIOLOGY; VISUAL FIELD; VISUAL SYSTEM;

ALGORITHMS; ENERGY METABOLISM; MODELS, NEUROLOGICAL; NEURONS; VISION, BINOCULAR; VISUAL FIELDS; VISUAL PATHWAYS;

EID: 3042665668     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/089976604774201596     Document Type: Article

References (46)

1. Adelson, E. H., & Bergen, J. R. (1985). Spatiotemporal energy models for the perception of motion. J. Opt. Soc. Am. A, 2, 284-299.
2. Anzai, A., Ohzawa, I., & Freeman, R. D. (1997). Neural mechanisms underlying binocular fusion and stereopsis: Position vs. phase. Proc. Nat. Acad. Sci. USA, 94, 5438-5443.
3. Anzai, A., Ohzawa, I., & Freeman, R. D. (1999a). Neural mechanisms for encoding binocular disparity: receptive field position vs. phase. J. Neurophysiol., 82, 874-890.
4. Anzai, A., Ohzawa, I., & Freeman, R. D. (1999b). Neural mechanisms for processing binocular information: I. Simple cells. J. Neurophysiol., 82, 891-908.
5. Anzai, A., Ohzawa, I., & Freeman, R. D. (1999c). Neural mechanisms for processing binocular information: II. Complex cells. J. Neurophysiol., 82, 909-924.
6. Bishop, P. O., & Pettigrew, J. D. (1986). Neural mechanisms of binocular vision. Vision Res., 26, 1587-1600.
7. Chen, Y., Wang, Y., & Qian, N. (2001). Modeling V1 disparity tuning to timevarying stimuli. J. Neurophysiol., 86(1), 143-155.
8. Gumming, B. G. (2002). An unexpected specialization for horizontal disparity in primate primary visual cortex. Nature, 418, 633-636.
9. Daugman, J. G. (1985). Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. J. Opt. Soc. Am. A, 2, 1160-1169.
10. DeAngelis, G. C., Ohzawa, I., & Freeman, R. D. (1991). Depth is encoded in the visual cortex by a specialized receptive field structure. Nature, 352, 156-159.
11. DeAngelis, G. C., Ohzawa, I., & Freeman, R. D. (1993). Spatiotemporal organization of simple-cell receptive fields in the cat's striate cortex. II. Linearity of temporal and spatial summation. J. Neurophysiol., 69, 1118-1135.
12. Emerson, R. C., Bergen, J. R., & Adelson, E. H. (1992). Directionally selective complex cells and the computation of motion energy in cat visual cortex. Vision Res., 32, 203-218.
13. Farell, B. (1998). Two-dimensional matches from one-dimensional stimulus components in human stereopsis. Nature, 395, 689-692.
14. Fleet, D. J., Wagner, H., & Heeger, D. J. (1996). Encoding of binocular disparity: Energy models, position shifts and phase shifts. Vision Res., 36, 1839-1858.
15. Freeman, R. D., & Ohzawa, I. (1990). On the neurophysiological organization of binocular vision. Vision Res., 30, 1661-1676.
16. Hubel, D. H., & Wiesel, T. (1962). Receptive fields, binocular interaction, and functional architecture in the cat's visual cortex. J. Physiol., 160, 106-154.
17. Jones, J. P., & Palmer, L. A. (1987). The two-dimensional spatial structure of simple receptive fields in the cat striate cortex. J. Neurophysiol., 58, 1187-1211.
18. Livingstone, M. S., & Tsao, D. T. (1999). Receptive fields of disparity-selective neurons in macaque striate cortex. Nature Neurosci., 2(9), 825-832.
19. Marr, D., & Poggio, T. (1979). A computational theory of human stereo vision. Proc. R. Soc. Land. B, 204, 301-328.
20. Matthews, N., Meng, X., Xu, P., & Qian, N. (2003). A physiological theory of depth perception from vertical disparity. Vision Res., 43, 85-99.
21. Menz, M. D., & Freeman, R. D. (2003). Stereoscopic depth processing in the visual cortex: A coarse-to-fine mechanism. Nature Neurosci., 6(1), 59-65.
22. Mikaelian, S., & Qian, N. (1997). Disparity attraction and repulsion in a two-dimensional stereo model. Soc. Neurosci. Abs., 23, 569.
23. Mikaelian, S., & Qian, N. (2000). A physiologically-based explanation of disparity attraction and repulsion. Vision Res., 40, 2999-3016.
24. Ohzawa, I., DeAngelis, G. C., & Freeman, R. D. (1990). Stereoscopic depth discrimination in the visual cortex: Neurons ideally suited as disparity detectors. Science, 249, 1037-1041.
25. Ohzawa, I., DeAngelis, G. C., & Freeman, R. D. (1996). Encoding of binocular disparity by simple cells in the cat's visual cortex. J. Neurophysiol., 75, 1779-1805.
26. Ohzawa, I., DeAngelis, G. C., & Freeman, R. D. (1997). Encoding of binocular disparity by complex cells in the cat's visual cortex. J. Neurophysiol., 77, 2879-2909.
27. Poggio, G. F., & Fischer, B. (1977). Binocular interaction and depth sensitivity in striate and prestriate cortex of behaving rhesus monkey. J. Neurophysiol., 40, 1392-1405.
28. Poggio, G. F., Gonzalez, F., & Krause, F. (1988). Stereoscopic mechanisms in monkey visual cortex: Binocular correlation and disparity selectivity. J. Neurosci., 8, 4531-4550.
29. Poggio, G. F., Motter, B. C., Squatrito, S., & Trotter, Y. (1985). Responses of neurons in visual cortex (V1 and V2) of the alert macaque to dynamic random-dot stereograms. Vision Res., 25, 397-406.
30. Pollen, D. A. (1981). Phase relationship between adjacent simple cells in the visual cortex. Nature, 212, 1409-1411.
31. Prince, S. J. D., Cumming, B. G., & Parker, A. J. (2000). Range and mechanism of encoding of horizontal disparity in macaque V1. J. Neurophysiol., 87, 209-221.
32. Qian, N. (1994). Computing stereo disparity and motion with known binocular cell properties. Neural Comput., 6, 390-404.
33. Qian, N. (1997). Binocular disparity and the perception of depth. Neuron, 18, 359-368.
34. Qian, N., & Zhu, Y. (1997). Physiological computation of binocular disparity. Vision Res. 37, 1811-1827.
35. Rohaly, A. M., & Wilson, H. R. (1993). Nature of coarse-to-fine constraints on binocular fusion. J. Opt. Soc. Am. A, 10, 2433-2441.
36. Sanger, T. D. (1988). Stereo disparity computation using Gabor filters. Biol. Cybern., 59, 405-418.
37. Schiller, P. H., Finlay, B. L., & Volman, S. F. (1976). Quantitative studies of single-cell properties in monkey striate cortex: I. Spatiotemporal organization of receptive fields. J. Neurophysiol., 39, 1288-1319.
38. Schor, C. M., & Wood, I. (1983). Disparity range for local stereopsis as a function of luminance spatial frequency. Vision Res., 23, 1649-1654.
39. Schor, C. M., Wood, I., & Ogawa, J. (1984). Binocular sensory fusion is limited by spatial resolution. Vision Res., 24(7), 661-665.
40. Smallman, H. S., & MacLeod, D. I. (1994). Size-disparity correlation in stereopsis at contrast threshold. J. Opt. Soc. Am. A, 11, 2169-2183.
41. Stevenson, S. B., & Schor, C. M. (1997). Human stereo matching is not restricted to epipolar lines. Vision Res., 37, 2717-2773.
42. Teich, A. F., & Qian, N. (2003). Learning and adaptation in a recurrent model of V1 orientation selectivity. J. Neurophysiol., 89, 2086-2100.
43. Tsai, J. J., & Victor, J. D. (2003). Reading a population code: A multi-scale neural model for representing binocular disparity. Vision Res., 43, 445-466.
44. Watson, A. B., & Ahumada, A. J. (1985). Model of human visual-motion sensing. J. Opt. Soc. Am. A, 2, 322-342.
45. Wilson, H. R., Blake, R., & Halpern, D. L. (1991). Coarse spatial scales constrain the range of binocular fusion on fine scales. J. Opt. Soc. Am. A, 8, 229-236.
46. Zhu, Y., & Qian, N. (1996). Binocular receptive fields, disparity tuning, and characteristic disparity. Neural Comput., 8, 1611-1641.