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

SEMI OpenIR > 中国科学院半导体研究所（2009年前）

	A novel image restoration algorithm based on high-dimensional space geometry
	Cao WM; Xie MF; Wang SJ; Cao, WM, Zhejiang Univ Technol, Coll Informat Engn, Inst Intelligent Informat Syst, Hangzhou 310014, Peoples R China. 电子邮箱地址: [email protected]
	2006
会议名称	International Conference on Computational Science and Its Applications (ICCSA 2006)
会议录名称	COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006丛书标题: LECTURE NOTES IN COMPUTER SCIENCE
页码	PT 5 3984: 375-383
会议日期	MAY 08-AUG 11, 2003
会议地点	Glasgow, SCOTLAND
出版地	HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
出版者	SPRINGER-VERLAG BERLIN
ISSN	0302-9743
ISBN	3-540-34079-3
部门归属	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
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.
关键词	Neural-network
学科领域	人工智能
主办者	IEE.; Univ Perugia.; Univ Calgary.; Univ Minnesota.; Queens Univ Belfast.; ERCIM.; OptimaNumerics.; INTEL.; AMD.
收录类别	其他
语种	英语
文献类型	会议论文
条目标识符	http://ir.semi.ac.cn/handle/172111/10018
专题	中国科学院半导体研究所（2009年前）
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: [email protected]
推荐引用方式 GB/T 7714	Cao WM,Xie MF,Wang SJ,et al. A novel image restoration algorithm based on high-dimensional space geometry[C]. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY:SPRINGER-VERLAG BERLIN,2006:PT 5 3984: 375-383.

条目包含的文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
2392.pdf（1077KB）			限制开放	--	请求全文