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	A New Method for Multi-Frame Super-Resolution Reconstruction
	Xiao, Quan ; Ding, Xinghao ; Qian, Kun ; Wang, Xinxin ; Ding XH(丁兴号)
	2009
关键词	IMAGE-RECONSTRUCTION ALGORITHM
英文摘要	Conference Name:2nd International Joint Conference on Computational Sciences and Optimization. Conference Address: Sanya, PEOPLES R CHINA. Time:APR 24-26, 2009.; In this paper, a new method for multi-frame super-resolution reconstruction is proposed It builds up with three steps: motion estimation, frame interpolation and fusion, deblurring. Based on the pure translations motion model, a simple motion estimation method is firstly proposed All measured frames are subsequently located to a fixed grid and interpolated using an effective technique called Steering Kernel Regression. Then, the reconstruction frame is obtained by fusion high-resolution pixels selected from all of the interpolated frames. Finally, the reconstructed frame is deblurred at the last step. Experimental results on simulate and real data confirm the effectiveness of the proposed method and demonstrate the Steering Kernel Regression's superiority to other interpolate methods such as cubic interpolation and the method of [9].
语种	英语
出处	http://dx.doi.org/10.1109/CSO.2009.354
出版者	IEEE COMPUTER SOC
内容类型	其他
源URL	[http://dspace.xmu.edu.cn/handle/2288/86438]
专题	信息技术－会议论文
推荐引用方式 GB/T 7714	Xiao, Quan,Ding, Xinghao,Qian, Kun,et al. A New Method for Multi-Frame Super-Resolution Reconstruction. 2009-01-01.

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