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| 基于广义递归反演的超分辨率图像恢复研究 | |
| 引用本文： | 赵云龙,徐帅,李光.基于广义递归反演的超分辨率图像恢复研究[J].通信技术,2008,41(11). |
| 作者姓名： | 赵云龙 徐帅 李光 |
| 作者单位： | 1. 西南交通大学信息科学与技术学院,四川成都,610031 2. 西南交通大学信息科学与技术学院,四川成都,610031;西南交通大学峨眉校区,四川峨眉,614202 3. 北京北广科技股份有限公司,北京,100016 |
| 摘 要： | 超分辨率图像恢复在安全监控、遥感监测、军事侦察等领域有着广泛的应用.文中提出了一种基于广义递归反演的超分辨率图像恢复算法,该算法引入正则化因子,将超分辨率图像恢复的欠定问题转化为适定问题,然后通过递归的方式来恢复超分辨率图像.仿真结果表明,该算法能从多帧低分辨率图像来恢复所需要的超分辨率图像,而且算法是稳健的和有效的. |
| 关 键 词： | 图像恢复 超分辨率 广义递归反演 正则化 |
Research on Super Resolution Image Restoration Based on Generalized Recurrent Inference |
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| ZHAO Yun-long,XU Shuai,LI Guang.Research on Super Resolution Image Restoration Based on Generalized Recurrent Inference[J].Communications Technology,2008,41(11). | |
| Authors: | ZHAO Yun-long XU Shuai LI Guang |
| Institution: | ZHAO Yun-long,XU Shuai,LI Guang (School of Information Science & Technology,SWJTU,Chengdu Sichuan 610031,China,Emei Branch of SWJTU,Emei Sichuan 614202,Beijing BBEF Science & Technology CO.,LTD,Beijing 100016,China) |
| Abstract: | Super resolution image restoration is extensively applied in security monitoring, remote sensing monitoring, military reconnoitering and so on. Based on generalized recurrent inference, this paper proposes an algorithm of super resolution image restoration, which turns under-constrained problem, namely super resolution image restoration, into well-pose problem by introducing regular factor, and then restores super resolution image in recurrent way. Simulation results show that this algorithm can restore sup... |
| Keywords: | image restoration super resolution ceneralized recurrent inference regularization |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |