Gabor-type filtering in space and time with cellular neural networks

被引:53
作者
Shi, BE [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Elect & Elect Engn, Kowloon, Peoples R China
关键词
analog circuits; cellular neural networks; filtering; image processing; neural networks;
D O I
10.1109/81.661672
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Gabor filters are preprocessing stages in image-processing and computer-vision applications, One drawback is that they are computationally intensive on a digital computer, This paper describes the design of cellular neural networks (CNN's) which compute the outputs of filters similar to Gabor filters, Analog VLSI implementations of these CNN's might eventually relieve the computational bottleneck associated with Gabor filtering image-processing algorithms, The CNN's compute both the real and imaginary parts of the filter outputs simultaneously, which is an important feature in applying them in algorithms utilizing the phase of the Gabor output.
引用
收藏
页码:121 / 132
页数:12
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