OPT OpenIR  > 光学影像学习与分析中心
Superpixel-Based Foreground Extraction with Fast Adaptive Trimaps
Li, Xuelong1,2; Liu, Kang1; Dong, Yongsheng1,3
作者部门光学影像学习与分析中心
2018-09
发表期刊IEEE Transactions on Cybernetics
ISSN21682267;
卷号48期号:9页码:2609-2619
产权排序1
摘要Extracting the foreground from a given complex image is an important and challenging problem. Although there have been many methods to perform foreground extraction, most of them are time-consuming, and the trimaps used in the matting step are labeled manually. In this paper, we propose a fast interactive foreground extraction method based on the superpixel GrabCut and image matting. Specifically, we first extract superpixels from a given image and apply GrabCut on them to obtain a raw mask. Due to that the resulting mask border is hard and toothing, we further propose fast and adaptive trimaps (FATs), and construct an FATs-based shared matting for computing a refined mask. Finally, by interactive processing, we can obtain the final foreground. Experimental results on the BSDS500 and alphamatting datasets demonstrate that our proposed method is faster than five representative methods, and performs better than the interactive representative methods in terms of the three evaluation criteria: 1) mean square error; 2) sum of absolute difference; and 3) execution time. © 2013 IEEE.
DOI10.1109/TCYB.2017.2747143
收录类别EI
语种英语
出版者Institute of Electrical and Electronics Engineers Inc.
EI入藏号20174004236866
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/30844
专题光学影像学习与分析中心
通讯作者Dong, Yongsheng
作者单位1.Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, Shaanxi; 710119, China;
2.University of Chinese Academy of Sciences, Beijing; 100049, China;
3.School of Information Engineering, Henan University of Science and Technology, Luoyang, Henan; 471023, China
推荐引用方式
GB/T 7714
Li, Xuelong,Liu, Kang,Dong, Yongsheng. Superpixel-Based Foreground Extraction with Fast Adaptive Trimaps[J]. IEEE Transactions on Cybernetics,2018,48(9):2609-2619.
APA Li, Xuelong,Liu, Kang,&Dong, Yongsheng.(2018).Superpixel-Based Foreground Extraction with Fast Adaptive Trimaps.IEEE Transactions on Cybernetics,48(9),2609-2619.
MLA Li, Xuelong,et al."Superpixel-Based Foreground Extraction with Fast Adaptive Trimaps".IEEE Transactions on Cybernetics 48.9(2018):2609-2619.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Superpixel-Based For(1798KB)期刊论文出版稿开放获取CC BY-NC-SA浏览 请求全文
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Li, Xuelong]的文章
[Liu, Kang]的文章
[Dong, Yongsheng]的文章
百度学术
百度学术中相似的文章
[Li, Xuelong]的文章
[Liu, Kang]的文章
[Dong, Yongsheng]的文章
必应学术
必应学术中相似的文章
[Li, Xuelong]的文章
[Liu, Kang]的文章
[Dong, Yongsheng]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Superpixel-Based Foreground Extraction with Fast Adaptive Trimaps.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

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。