Image registration method based on mutual information about distance field of image edges
Image registration method based on mean Hausdorff distrance was simple, fast and available in application to image registration. At the same time, due to un-identical edges extracted from images, incorrect or inaccurate registration was often obtained. A new image registration method based on mutual...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2006-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74660081/ |
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| _version_ | 1841537411454074880 |
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| author | ZHANG Jian-wei HAN Guo-qiang WO Yan |
| author_facet | ZHANG Jian-wei HAN Guo-qiang WO Yan |
| author_sort | ZHANG Jian-wei |
| collection | DOAJ |
| description | Image registration method based on mean Hausdorff distrance was simple, fast and available in application to image registration. At the same time, due to un-identical edges extracted from images, incorrect or inaccurate registration was often obtained. A new image registration method based on mutual information about distance field of image edges was presented. The distance field of the reference image edges and the binary edge image of floating image were re- garded as two discrete probability distributions, and the mutual information between them was adopted as similarity func- tion to register images. Results of experiments show that the new method is excellent to both identical and un-identical image edges. |
| format | Article |
| id | doaj-art-cc581ce5f2944093a6dcc4f4da5bf1c0 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2006-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-cc581ce5f2944093a6dcc4f4da5bf1c02025-01-14T08:37:56ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2006-01-01879374660081Image registration method based on mutual information about distance field of image edgesZHANG Jian-weiHAN Guo-qiangWO YanImage registration method based on mean Hausdorff distrance was simple, fast and available in application to image registration. At the same time, due to un-identical edges extracted from images, incorrect or inaccurate registration was often obtained. A new image registration method based on mutual information about distance field of image edges was presented. The distance field of the reference image edges and the binary edge image of floating image were re- garded as two discrete probability distributions, and the mutual information between them was adopted as similarity func- tion to register images. Results of experiments show that the new method is excellent to both identical and un-identical image edges.http://www.joconline.com.cn/zh/article/74660081/mean Hausdorff distancemutual information about distance field of image edgesimage registration |
| spellingShingle | ZHANG Jian-wei HAN Guo-qiang WO Yan Image registration method based on mutual information about distance field of image edges Tongxin xuebao mean Hausdorff distance mutual information about distance field of image edges image registration |
| title | Image registration method based on mutual information about distance field of image edges |
| title_full | Image registration method based on mutual information about distance field of image edges |
| title_fullStr | Image registration method based on mutual information about distance field of image edges |
| title_full_unstemmed | Image registration method based on mutual information about distance field of image edges |
| title_short | Image registration method based on mutual information about distance field of image edges |
| title_sort | image registration method based on mutual information about distance field of image edges |
| topic | mean Hausdorff distance mutual information about distance field of image edges image registration |
| url | http://www.joconline.com.cn/zh/article/74660081/ |
| work_keys_str_mv | AT zhangjianwei imageregistrationmethodbasedonmutualinformationaboutdistancefieldofimageedges AT hanguoqiang imageregistrationmethodbasedonmutualinformationaboutdistancefieldofimageedges AT woyan imageregistrationmethodbasedonmutualinformationaboutdistancefieldofimageedges |