A new approach for image restoration based on CNN processor | |
Zhao, Jianye ; Ren, Quansheng ; Wang, Jian ; Meng, Hongling | |
2007 | |
关键词 | CELLULAR NEURAL-NETWORKS |
英文摘要 | A new approach for maximum posterior probability (MAP) image restoration based on cellular neural network (CNN) is proposed in this paper, and hardware realization is also discussed. According to analysis of MAP image restoration, a new template is proposed for CNN image restoration. The computer simulation result proves the approach is reasonable, then a hardware system based on CNN processor is setup for the restoration algorithm, and the effectiveness of the CNN processor is also confirmed in this system.; Computer Science, Artificial Intelligence; Computer Science, Theory & Methods; EI; CPCI-S(ISTP); 0 |
语种 | 英语 |
内容类型 | 其他 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/293300] |
专题 | 信息科学技术学院 |
推荐引用方式 GB/T 7714 | Zhao, Jianye,Ren, Quansheng,Wang, Jian,et al. A new approach for image restoration based on CNN processor. 2007-01-01. |
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