Improved compressed sensing image reconstruction method
文献类型：会议论文
| 作者 | Liu Y.; Liu Y.; Liu Y. |
| 出版日期 | 2014 |
| 会议名称 | 2012 International Conference on Electrical and Electronics Engineering, ICEE 2012, August 18, 2012 - August 19, 2012 |
| 会议地点 | Shanghai, China |
| 页码 | 1187-1194 |
| 英文摘要 | In order to improve the accuracy of noise image reconstruction method, an algorithm which is based on compressed sensing theory's Gradient Projection for Sparse Reconstruction is proposed. The image signals are sparse by introducing the wavelet theory. With the Gaussian random matrix, the images signals are been measured, and then the Gradient Projection for Sparse Reconstruction is used to reconstruct image. Experiment results show that the method improves the image reconstruction accuracy and the image reconstruction quality as much as possible compared with the traditional MALLAT reconstruction algorithm. And research of compressed sensing image reconstruction method can effectively solve the image reconstruction accuracy question. 2014 Springer Science+Business Media New York. |
| 收录类别 | EI |
| 会议录 | 2012 International Conference on Electrical and Electronics Engineering, ICEE 2012, August 18, 2012 - August 19, 2012
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| 会议录出版者 | Springer Verlag |
| 会议录出版地 | Shanghai, China |
| 语种 | 英语 |
| 源URL | [http://ir.ciomp.ac.cn/handle/181722/44558]  |
| 专题 | 长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文 |
| 推荐引用方式 GB/T 7714 | Liu Y.,Liu Y.,Liu Y.. Improved compressed sensing image reconstruction method[C]. 见:2012 International Conference on Electrical and Electronics Engineering, ICEE 2012, August 18, 2012 - August 19, 2012. Shanghai, China. |
入库方式： OAI收割
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