Bio-inspired Bio-inspired computer vision based on neural networks

被引:0
作者
Antón-Rodríguez M. [1 ]
González-Ortega D. [1 ]
Díaz-Pernas F.J. [1 ]
Martínez-Zarzuela M. [1 ]
de la Torre-Díez I. [1 ]
Boto-Giralda D. [1 ]
Díez-Higuera J.F. [1 ]
机构
[1] Higher School of Telecommunications Engineering, University of Valladolid, Valladolid
关键词
Human Visual System; Texture Image; Lateral Geniculate Nucleus; Synthetic Aperture Radar Image; Illusory Contour;
D O I
10.1134/S1054661811020064
中图分类号
学科分类号
摘要
This paper is an extended abstract of a tutorial devoted to bio-inspired computer vision neural models. It includes a description of the Human Visual System, the BCS/FCS model, and neural architectures for color image segmentation and color and textured image recognition. © 2011 Pleiades Publishing, Ltd.
引用
收藏
页码:108 / 112
页数:4
相关论文
共 10 条
[1]  
Livingstone H.S., Hubel D.H., Anatomy and Physiology of a Color System in the Primate Visual Cortex, J. Neurosci., 4, pp. 309-356, (1984)
[2]  
Zrenner E., Abramov I., Akita M., Cowey A., Livingstone M., Valberg A., Color Perception: Retina to Cortex, in Visual Perception: The Neurophysiological Foundations, (1990)
[3]  
Grossberg S., Mingolla E., Willuamson J., Synthetic Aperture Radar Processing by a Multiple Scale Neural System for Boundary and Surface Representation, Neural Networks, 8, pp. 1005-1028, (1995)
[4]  
Mingolla E., Ross W., Grossberg S., A Neural Network for Enhancing Boundaries and Surfaces in Synthetic Aperture Radar Images, Neural Networks, 12, pp. 499-511, (1999)
[5]  
Diaz-Pernas F.J., Anton-Rodriguez M., Martinez-Zarzuela M., Diez-Higuera J.F., Gonzalez-Ortega D., Boto-Giralda D., Multiple Scale Neural Architecture for Enhancing Regions in the Colour Image Segmentation Process, Expert Syst, 28, 1, (2011)
[6]  
Berkley Segmentation and Boundary Detection Benchmark and Dataset
[7]  
Carpenter G.A., Grossberg S., A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine, Comp. Vision, Graph. Image Proc., 37, pp. 54-115, (1987)
[8]  
Carpenter G.A., Grossberg S., Markuzon N., Reynolds J.H., Rosen D.B., Fuzzy ARTMAP: A Neural Network Architecture for Supervised Learning of Analog Multidimensional Maps, IEEE Trans. Neural Networks, 3, 5, pp. 698-713, (1992)
[9]  
Anton-Rodriguez M., Diaz-Pernas F.J., Martinez-Zarzuela M., Diez-Higuera J.F., Gonzalez-Ortega D., Boto-Giralda D., Recognition of Coloured and Textured Images through a Multi-Scale Neural Architecture with Orientational Filtering and Chromatic Diffusion, Neurocomput., 72, s.16-18, pp. 3713-3725, (2009)
[10]  
VisTex Database, Massachusets Institute of Technology