A novel image restoration algorithm based on high-dimensional space geometry
Data(s) |
2006
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Resumo |
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. 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 IEE.; Univ Perugia.; Univ Calgary.; Univ Minnesota.; Queens Univ Belfast.; ERCIM.; OptimaNumerics.; INTEL.; AMD. |
Identificador | |
Idioma(s) |
英语 |
Publicador |
SPRINGER-VERLAG BERLIN HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY |
Fonte |
Cao, WM; Xie, MF; Wang, SJ .A novel image restoration algorithm based on high-dimensional space geometry .见:SPRINGER-VERLAG BERLIN .COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006丛书标题: LECTURE NOTES IN COMPUTER SCIENCE ,HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY ,2006,PT 5 3984: 375-383 |
Palavras-Chave | #人工智能 #NEURAL-NETWORK |
Tipo |
会议论文 |