Perfect Snapping: An Accurate and Efficient Interactive Image segmentation Algorithm
文献类型：期刊论文
| 作者 | Qingsong Zhu; Guanzheng Liu; Zhanyong Mei; Qi Li; Yaoqin Xie; Lei Wang |
| 刊名 | APPLIED MATHEMATICS & INFORMATION SCIENCES
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| 出版日期 | 2013 |
| 英文摘要 | Interactive image segmentation is a process that extracts a foreground object from an image based on limited user input. In this paper, we propose a novel interactive image segmentation algorithm named Perfect Snapping which is inspired by the presented method named Lazy Snapping technique. In the algorithm, the mean shift algorithm with a boundary confidence prior is introduced to efficiently pre-segment the original image into homogeneous regions (super-pixels) with precise boundary. Secondly, Gaussian Mixture Model (GMM) clustering algorithm is used to describe and to model the super-pixels. Finally, a Monte Carlo based Expectation Maximization (EM) algorithm is used to perform parametric learning of mixture model for priori knowledge. Experimental results indicate that the proposed algorithm can achieve higher segmentation quality with higher efficiency. |
| 收录类别 | SCI |
| 原文出处 | http://ww.w.naturalspublishing.com/files/published/bp10m6s1a6g648.pdf |
| 语种 | 英语 |
| WOS记录号 | WOS:000321533200017 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/4862]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | APPLIED MATHEMATICS & INFORMATION SCIENCES |
| 推荐引用方式 GB/T 7714 | Qingsong Zhu,Guanzheng Liu,Zhanyong Mei,et al. Perfect Snapping: An Accurate and Efficient Interactive Image segmentation Algorithm[J]. APPLIED MATHEMATICS & INFORMATION SCIENCES,2013. |
| APA | Qingsong Zhu,Guanzheng Liu,Zhanyong Mei,Qi Li,Yaoqin Xie,&Lei Wang.(2013).Perfect Snapping: An Accurate and Efficient Interactive Image segmentation Algorithm.APPLIED MATHEMATICS & INFORMATION SCIENCES. |
| MLA | Qingsong Zhu,et al."Perfect Snapping: An Accurate and Efficient Interactive Image segmentation Algorithm".APPLIED MATHEMATICS & INFORMATION SCIENCES (2013). |
入库方式： OAI收割
来源：深圳先进技术研究院
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