Robustness design of templates for logic OR operation CNN in gray-scale images
A kind of gray-scale logic OR operation (GLOGOR) CNN was proposed by formulating the logic OR algo-rithms for gray-scale images. It could perform a pixel-wise logic OR operation on corresponding elements of two gray-scale images. A theorem was established to design the robustness template parameters...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2014-05-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.012/ |
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| _version_ | 1841539718182862848 |
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| author | Qun ZHANG Le-quan MIN |
| author_facet | Qun ZHANG Le-quan MIN |
| author_sort | Qun ZHANG |
| collection | DOAJ |
| description | A kind of gray-scale logic OR operation (GLOGOR) CNN was proposed by formulating the logic OR algo-rithms for gray-scale images. It could perform a pixel-wise logic OR operation on corresponding elements of two gray-scale images. A theorem was established to design the robustness template parameters of GLOGOR CNN, and a ri-gorous mathematical proof was given. The theorem provided parameter inequalities for determining parameter intervals to implement the corresponding tasks. The simulation results illustrate the effectiveness of the methodology. |
| format | Article |
| id | doaj-art-2f599da19c0b472a8146791552c2138e |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2014-05-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-2f599da19c0b472a8146791552c2138e2025-01-14T06:43:21ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2014-05-0135889459681535Robustness design of templates for logic OR operation CNN in gray-scale imagesQun ZHANGLe-quan MINA kind of gray-scale logic OR operation (GLOGOR) CNN was proposed by formulating the logic OR algo-rithms for gray-scale images. It could perform a pixel-wise logic OR operation on corresponding elements of two gray-scale images. A theorem was established to design the robustness template parameters of GLOGOR CNN, and a ri-gorous mathematical proof was given. The theorem provided parameter inequalities for determining parameter intervals to implement the corresponding tasks. The simulation results illustrate the effectiveness of the methodology.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.012/CNNgray-scale imageslogic OR operationrobustness template design |
| spellingShingle | Qun ZHANG Le-quan MIN Robustness design of templates for logic OR operation CNN in gray-scale images Tongxin xuebao CNN gray-scale images logic OR operation robustness template design |
| title | Robustness design of templates for logic OR operation CNN in gray-scale images |
| title_full | Robustness design of templates for logic OR operation CNN in gray-scale images |
| title_fullStr | Robustness design of templates for logic OR operation CNN in gray-scale images |
| title_full_unstemmed | Robustness design of templates for logic OR operation CNN in gray-scale images |
| title_short | Robustness design of templates for logic OR operation CNN in gray-scale images |
| title_sort | robustness design of templates for logic or operation cnn in gray scale images |
| topic | CNN gray-scale images logic OR operation robustness template design |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.012/ |
| work_keys_str_mv | AT qunzhang robustnessdesignoftemplatesforlogicoroperationcnningrayscaleimages AT lequanmin robustnessdesignoftemplatesforlogicoroperationcnningrayscaleimages |