ganglion-based balance design of multi-layer model and its     watchfulness-keeping

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	ganglion-based balance design of multi-layer model and its watchfulness-keeping
	Wei H ; Luan SM
刊名	JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
	2005
卷号	20 期号:4 页码:567-573
关键词	computer vision receptive field hierarchical neural network
ISSN号	1000-9000
学科主题	Computer Science, Hardware & Architecture; Computer Science, Software Engineering
收录类别	SCI ; EI
语种	英语
公开日期	2011-07-28
附注	An important problem of machine vision is the balance among the efficiency, accuracy and computation cost. The visual system of man can keep watchfulness to the perimeter of a visual field and subtly process information emerging in the center of the visual field at the same time. This kind of requirement assignment of computation can virtually case the demand of hardware both in quantity and complexity. Therefore designing an artificial model based on biological mechanism is an effective approach. In this paper a multi-layer neural model is designed based on the multi-scale receptive fields of ganglions in retina. The model can keep watch on the periphery part of a scene while processing the center information of the scene. And why it can-balance the hardware complexity, processing precision and computational intensity is analyzed. An experiment is done to test the models sensitivity in watchfulness keeping and its efficiency and veracity in environment sampling. This model may provide valuable inspiration in the implementation of real-time processing and the avoidance of expensive computation cost in machine vision.
内容类型	期刊论文
源URL	[http://124.16.136.157/handle/311060/12496]
专题	软件研究所_软件所图书馆_期刊论文
推荐引用方式 GB/T 7714	Wei H,Luan SM. ganglion-based balance design of multi-layer model and its watchfulness-keeping[J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,2005,20(4):567-573.
APA	Wei H,&Luan SM.(2005).ganglion-based balance design of multi-layer model and its watchfulness-keeping.JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,20(4),567-573.
MLA	Wei H,et al."ganglion-based balance design of multi-layer model and its watchfulness-keeping".JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 20.4(2005):567-573.