A novel image restoration algorithm based on high-dimensional space geometry

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	A novel image restoration algorithm based on high-dimensional space geometry
	Cao WM ; Xie MF ; Wang SJ
	2006
会议名称	international conference on computational science and its applications (iccsa 2006)
会议日期	may 08-aug 11, 2003
会议地点	glasgow, scotland
关键词	NEURAL-NETWORK
页码	pt 5 3984: 375-383
通讯作者	cao, wm, zhejiang univ technol, coll informat engn, inst intelligent informat syst, hangzhou 310014, peoples r china. 电子邮箱地址: csann@zjut.edu.cn
中文摘要	a novel image restoration approach based on high-dimensional space geometry is proposed, which is quite different from the existing traditional image restoration techniques. it is based on the homeomorphisms and "principle of homology continuity" (phc), an image is mapped to a point in high-dimensional space. begin with the original blurred image, we get two further blurred images, then the restored image can be obtained through the regressive curve derived from the three points which are mapped form the images. experiments have proved the availability of this "blurred-blurred-restored" algorithm, and the comparison with the classical wiener filter approach is presented in final.
英文摘要	a novel image restoration approach based on high-dimensional space geometry is proposed, which is quite different from the existing traditional image restoration techniques. it is based on the homeomorphisms and "principle of homology continuity" (phc), an image is mapped to a point in high-dimensional space. begin with the original blurred image, we get two further blurred images, then the restored image can be obtained through the regressive curve derived from the three points which are mapped form the images. experiments have proved the availability of this "blurred-blurred-restored" algorithm, and the comparison with the classical wiener filter approach is presented in final.; zhangdi于2010-03-29批量导入; zhangdi于2010-03-29批量导入; iee.; univ perugia.; univ calgary.; univ minnesota.; queens univ belfast.; ercim.; optimanumerics.; intel.; amd.; zhejiang univ technol, coll informat engn, inst intelligent informat syst, hangzhou 310014, peoples r china; chinese acad sci, inst semicond, beijing 100083, peoples r china
收录类别	其他
会议主办者	iee.; univ perugia.; univ calgary.; univ minnesota.; queens univ belfast.; ercim.; optimanumerics.; intel.; amd.
会议录	computational science and its applications - iccsa 2006丛书标题: lecture notes in computer science
会议录出版者	springer-verlag berlin ; heidelberger platz 3, d-14197 berlin, germany
会议录出版地	heidelberger platz 3, d-14197 berlin, germany
学科主题	人工智能
语种	英语
ISSN号	0302-9743
ISBN号	3-540-34079-3
内容类型	会议论文
源URL	[http://ir.semi.ac.cn/handle/172111/10018]
专题	半导体研究所_中国科学院半导体研究所（2009年前）
推荐引用方式 GB/T 7714	Cao WM,Xie MF,Wang SJ. A novel image restoration algorithm based on high-dimensional space geometry[C]. 见:international conference on computational science and its applications (iccsa 2006). glasgow, scotland. may 08-aug 11, 2003.