STRUCTURE PRESERVING SINGLE IMAGE SUPER-RESOLUTION | |
Yang, Fan ; Xie, Don ; Jia, Huizhu ; Chen, Rui ; Xiang, Guoqing ; Gao, Wen | |
2016 | |
关键词 | Super-resolution structure preserving gradient field INTERPOLATION |
英文摘要 | In this paper, we present a novel structure preserving method for single image super-resolution to well construct edge structures and small detail structures. In our approach, the sharp edges are recovered via a novel edge preserving interpolation technique based on a well estimated gradient field and the edge preserving method, which incorporate the local and non-local structure information. The gradient of interpolated high-resolution(HR) image is then regarded as an edge preserving constraint to reconstruct the detail structures. Experimental results demonstrate that the new approach can reconstruct faithfully the HR images with sharp edges and texture structures, and annoying artifacts (blurring, jaggies, ringing, etc.) are greatly suppressed. It outperforms the state-of-the-art approaches, based on subjective and objective evaluations.; CPCI-S(ISTP); 1409-1413 |
语种 | 英语 |
出处 | 23rd IEEE International Conference on Image Processing (ICIP) |
内容类型 | 其他 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/459877] |
专题 | 信息科学技术学院 |
推荐引用方式 GB/T 7714 | Yang, Fan,Xie, Don,Jia, Huizhu,et al. STRUCTURE PRESERVING SINGLE IMAGE SUPER-RESOLUTION. 2016-01-01. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论