Extraction of visual motion and optic flow

Neural Networks

Volumn 21, Issue 5, 2008, Pages 774-785

  Fukushima, Kunihiko ^a  

^a KANSAI UNIVERSITY   (Japan)

Author keywords

Expansion contraction; Motion extraction; MT and MST; Neural network; Optic flow; Relative velocity; Rotation; Vector field hypothesis; Vision

Indexed keywords

CELLS; DATA PROCESSING; FEATURE EXTRACTION; NEURAL NETWORKS; VECTORS; VELOCITY;

MOTION EXTRACTION; OPTIC FLOW; RELATIVE VELOCITY; VECTOR FIELD HYPOTHESIS;

MOTION ESTIMATION;

ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPUTER SIMULATION; MATHEMATICAL MODEL; MOTION; PRIORITY JOURNAL; VISION; VISUAL FIELD;

ACTION POTENTIALS; ANIMALS; COMPUTER SIMULATION; EXCITATORY POSTSYNAPTIC POTENTIALS; HUMANS; MODELS, NEUROLOGICAL; MOTION PERCEPTION; NERVE NET; NEURAL INHIBITION; NEURAL NETWORKS (COMPUTER); NEURAL PATHWAYS; NEURONS; PATTERN RECOGNITION, VISUAL; ROTATION; SYNAPTIC TRANSMISSION; TEMPORAL LOBE; VISUAL CORTEX; VISUAL FIELDS; VISUAL PATHWAYS;

EID: 44649129481     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2007.12.049     Document Type: Article

References (21)

1. Albright T.D. Direction and orientation selectivity of neurons in visual area MT of the macaque. Journal of Neurophysiology 52 6 (1984) 1106-1130
2. Andelson E.H., and Bergen J.K. Spatio-temporal energy models for the perception of motion. Journal of the Optical Society of America, A 2 2 (1985) 284-299
3. Barlow H.B., and Levick W.R. The mechanism of directionally selective units in rabbit's retina. Journal on Physiology (London) 178 (1965) 477-504
4. Duffy C.J., and Wurtz R.H. Sensitivity of MST neurons to optic flow stimuli. II. Mechanisms of response selectivity revealed by small-field stimuli. Journal of Neurophysiology 65 6 (1991) 1346-1359
5. Fukushima K. Neural network model for selective attention in visual pattern recognition and associative recall. Applied Optics 26 23 (1987) 4985-4992
6. Fukushima K. Neocognitron: A hierarchical neural network capable of visual pattern recognition. Neural Networks 1 2 (1988) 119-130
7. Fukushima K. Neocognitron for handwritten digit recognition. Neurocomputing 51 (2003) 161-180
8. Fukushima, K., & Tohyama, K. (2005). Analysis of optic flow: a neural network model. In ICONIP 2005, International Conference on Neural Information Processing (pp. 312-317)
9. Johnston A., McOwan P.W., and Buxton H. A computational model of the analysis of some first-order and second-order motion patterns by simple and complex cells. Proceedings of the Royal Society of London, B 250 (1992) 297-306
10. Koenderink J.J. Optic flow. Vision Research 26 1 (1986) 161-179
11. Marr D., and Ullman S. Direction selectivity and its use in early processing. Proceedings of the Royal Society of London, B 211 (1981) 151-180
12. Palmer S.E. Vision Science - Photons to Phenomenology (1999), MIT Press, Cambridge, MA pp. 484-487
13. Reichard W. Autocorrelation: A principle for the evaluation of sensory information by the central nervous system. In: Rosenblith W.A. (Ed). Sensory Communication (1961), MIT Press, Cambridge, MA 303-317
14. Saito H., Yukie M., Tanaka K., Hikosaka K., Fukada Y., and Iwai E. Integration of direction signals of image motion in the superior temporal sulcus of the macaque monkey. Journal of Neuroscience 6 1 (1986) 145-157
15. Sugihara H., Murakami I., Krishna K.V., Shenoy K.V., and Andersen R.A. Response of MSTd neurons to simulated 3D orientation of rotating planes. Journal of Neurophysiology 87 (2002) 273-285
16. Tanaka K., Fukada Y., and Saito H. Underlying mechanisms of the response specificity of expansion/contraction and rotation cells in the dorsal part of the medial superior temporal area of the macaque monkey. Journal of Neurophysiology 62 3 (1989) 642-656
17. Tohyama K., and Fukushima K. Neural network model for extracting optic flow. Neural Networks 18 5-6 (2005) 549-556
18. van Santen J.P.H., and Sperling G. Elaborate Reichard detectors. Journal of the Optical Society of America, A 2 2 (1985) 300-321
19. Watson A.B., and Ahumada A.J. Model of human motion sensing. Journal of the Optical Society of America, A 2 2 (1985) 322-341
20. Xiao D.-K., Raiguel S., Marcar V., and Orban G.A. The spatial distribution of antagonistic surround of MT/V5 neurons. Cerebral Cortex 7 (1997) 662-677
21. Zhang K., Sereno M.I., and Sereno M.E. Emergence of position-independent detectors of sense of rotation and dilation with Hebbian learning: An analysis. Neural Computation 5 (1993) 597-612