A Novel Geometric Algorithm for Blind Image Restoration Based on High-Dimensional Space
文献类型：会议论文
| 作者 | Jiang XN (Jiang Xuena) ; Liu YY (Liu Yangyang) ; Wang SJ (Wang Shoujue) |
| 出版日期 | 2010-09-07 |
| 会议名称 | 2nd international congress on image and signal processing |
| 会议日期 | 2009 |
| 会议地点 | tianjin, peoples r china |
| 关键词 | blind image restoration High-Dimensional Space Geometrical Informatics (HDSGI) blurring-blurring-deblurring |
| 英文摘要 | a novel geometric algorithm for blind image restoration is proposed in this paper, based on high-dimensional space geometrical informatics (hdsgi) theory. in this algorithm every image is considered as a point, and the location relationship of the points in high-dimensional space, i.e. the intrinsic relationship of images is analyzed. then geometric technique of "blurring-blurring-deblurring" is adopted to get the deblurring images. comparing with other existing algorithms like wiener filter, super resolution image restoration etc., the experimental results show that the proposed algorithm could not only obtain better details of images but also reduces the computational complexity with less computing time. the novel algorithm probably shows a new direction for blind image restoration with promising perspective of applications.; submitted by 阎军 (yanj@red.semi.ac.cn) on 2010-09-07t11:39:45z no. of bitstreams: 1 a novel geometric algorithm for blind image restoration based on high-dimensional space.pdf: 1077954 bytes, checksum: d307bdf93deb1af88115fbfb54ffbd9e (md5); approved for entry into archive by 阎军(yanj@red.semi.ac.cn) on 2010-09-07t11:41:16z (gmt) no. of bitstreams: 1 a novel geometric algorithm for blind image restoration based on high-dimensional space.pdf: 1077954 bytes, checksum: d307bdf93deb1af88115fbfb54ffbd9e (md5); made available in dspace on 2010-09-07t11:41:17z (gmt). no. of bitstreams: 1 a novel geometric algorithm for blind image restoration based on high-dimensional space.pdf: 1077954 bytes, checksum: d307bdf93deb1af88115fbfb54ffbd9e (md5); 其它 |
| 收录类别 | CPCI（ISTP） |
| 合作状况 | 其它 |
| 学科主题 | 人工智能 |
| 语种 | 英语 |
| 源URL | [http://ir.semi.ac.cn/handle/172111/13499]  |
| 专题 | 半导体研究所_半导体人工神经网络实验室 |
| 推荐引用方式 GB/T 7714 | Jiang XN ,Liu YY ,Wang SJ . A Novel Geometric Algorithm for Blind Image Restoration Based on High-Dimensional Space[C]. 见:2nd international congress on image and signal processing. tianjin, peoples r china. 2009. |
入库方式： OAI收割
来源：半导体研究所
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