.png){kind=icon}
返回
Adaptive side window joint bilateral filter
.png){kind=icon}
PRE
AI
DOI：10.1007/s00371-022-02427-z.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Edge-preserving image smoothing is a fundamental step for many computer vision problems, and so far, countless algorithms have been proposed. Among these algorithms, bilateral filtering and its extensions are widely used in image preprocessing. However, several difficulties are hindering its further development. First, the phenomenon of halo artifact occurs along the edges. Second, most of the existing algorithms work only with a fixed filtering kernel and cannot accurately distinguish the edges and textures which leads to inappropriate filtering. To address these issues, we present a novel edge-preserving image smoothing via adaptive side window joint bilateral filtering. As a local optimized-based algorithm, different from the traditional filtering, the position of the target pixel in the filtering kernel is changed from the center to the optimal edge and the filtering kernel size of each pixel is effectively estimated. Combined side window filtering with the joint bilateral filter, the capability of texture removal and edge preservation is improved and the halo artifacts are alleviated. Experimental results show that the proposed method outperforms existing state-of-the-arts in removing the texture information while preserving the main image content.
Keyword:
Image smoothing
Edge-preserving
Side window filtering
Joint bilateral filter
期刊
IF:
2.9
论文数:
4.6K
被引数:
6.5K
机构
暂无机构信息
引用论文
.png){kind=icon}
Breast Refusal and Maternal and Perinatal Risk Factors in the Newborn Period From a Single Center in Şanlıurfa新生期母乳拒食及母婴围产期危险因素：来自Şanlıurfa单一中心的研究
OAAI
OAAI分享收藏
Survival and apoptosis rates after vitrification in cryotop devices of in vitro-produced calf and cow blastocysts at different developmental stages在不同发育阶段的体外生产的小牛和母牛囊胚的低温冷冻装置中玻璃化后的存活率和凋亡率
PREAI
分享收藏
查看更多内容