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| 1 | Sparse Representation Based Image Super-resolution Using Large Patches显示文摘This paper addresses the problem of generating a high-resolution image from a low-resolution image. Many dictionary based methods have been proposed and have achieved great success in super resolution application. Most of these methods use small patches as dictionary atoms, and utilize a unified dictionary pair to conduct reconstruction for each patch, which may limit the super resolution performance. We use large patches instead of small ones to combine a dictionary and to conduct patch reconstruction. Since a large patch contains more meaningful information than a small one, the reconstruction result may have more high frequency details. To guarantee the completeness of the dictionary with large patch, the scale of the dictionary should be large as well. To handle the storage and calculation problems with large dictionaries,we adopt a binary encoding method. This method can preserve local information of patches. For each patch in the low-resolution image, we search its similar patches in the low-resolution dictionary to obtain a sub-dictionary. We compute its sparse representation to get the corresponding high-resolution version. Global reconstruction constraint is enforced to eliminate the discrepancy between the SR result and the ground truth. Experimental results demonstrate that our method outperforms other super resolution methods, especially when the magnification factor is large or the image is blurred by white Gaussian noise. | LIU Ning ZHOU Pan LIU Wenju KE Dengfeng | 2018 | Chinese Journal of Electronics2018，27，4： | 1 |
| 2 | 相干位移操作辅助下的量子放大器研究显示文摘本文针对位移操作辅助下的量子线性放大器进行了研究.量子线性放大器可以提高量子态传输的保真度,提高量子通信抗干扰、抗损耗能力.本文针对目前量子线性放大器放大增益和放大成功概率低的问题,提出了相干位移增强型量子线性放大器,给出了位移操作提升量子线性放大器的机制,推导出放大增益得以进一步提高所需的位移操作的阈值,并结合态空间向光子数空间转化定理,在0-1光子数空间和多光子空间中同时验证了放大增益对位移量之间的依赖关系. | 王琨 郭建胜 张胜利 | 2016 | 电子学报2016，44，7： | 0 |
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