Optoelectronic system for space variant signal and image processing

被引:0
|
作者
Shames, PE [1 ]
Laut, S [1 ]
Ambs, P [1 ]
Fainman, Y [1 ]
机构
[1] Univ Calif San Diego, Dept Elect & Comp Engn, La Jolla, CA 92093 USA
关键词
space-variant transforms; Hough transforms; optoelectronic system; computer-generated hologram; Image and signal processing;
D O I
10.1117/12.326794
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a study on a high-speed optoelectronic system for implementing space variant transforms (SVT) in image and signal processing using a Hough Transform (HT) as an example. The HT has been found to be highly useful in applications requiring detection of lines, ellipses and hyperbolic shapes, such as radar detection and data fusion, topographical map analysis, etc. However, the implementation of a SVT such as HT, is computation and memory intensive, e.g. HT of an image of dimension N x N requires greater than N-3 operations. All-electronic systems remain inadequate when real time SVT processing of large data sets is required. In this paper we show that an optoelectronic (OE) system employing parallel processing can perform such SVT requiring on the order of only N steps. We show that our proposed OE system can HT an input image of dimension N = 1024 in 2.1 ms.
引用
收藏
页码:124 / 134
页数:11
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