| 边界与区域相结合的目标提取算法 |
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| 引用本文： | 王建青,郭敏,徐秋平.边界与区域相结合的目标提取算法[J].计算机应用,2009,29(9). |
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| 作者姓名： | 王建青 郭敏 徐秋平 |
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| 作者单位： | 1. 陕西师范大学,计算机科学学院,西安,710062
2. 陕西师范大学,计算机科学学院,西安,710062;武警工程学院,教育技术中心,西安710086 |
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| 基金项目： | 陕西省自然科学基金资助项目，陕西师范大学研究生培养创新基金资助项目 |
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| 摘 要： | 对于目标中带孔或目标颜色信息和背景颜色信息相似的图像,单独根据边界信息或区域信息无法提取出准确的目标.从图像的边界信息与区域信息综合考虑,以图割理论为基础,提出了一种基于图割的边界信息与区域信息相结合的目标提取算法.实验结果表明,该算法对目标中带孔或目标颜色信息和背景颜色信息相似的图像,能够准确、有效地提取出目标,自动分割精度高,用户工作量少,分割效率高,达到了预期的效果.
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| 关 键 词： | 边界信息 区域信息 图割 目标提取 |
Object extraction algorithm combining boundary information and region information |
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| WANG Jian-qing,GUO Min,XU Qiu-ping.Object extraction algorithm combining boundary information and region information[J].journal of Computer Applications,2009,29(9). |
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| Authors: | WANG Jian-qing GUO Min XU Qiu-ping |
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| Affiliation: | 1.School of Computer Science;Shaanxi Normal University;Xi'an Shaanxi 710062;China;2.Instructional Technology Centre;Engineering College of Armed Police Force;Xi'an Shaanxi 710086;China |
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| Abstract: | For some objects with holes,or their color information similar to the background's,object can't be extracted exactly only by boundary information or region information.Combining boundary information and region information simultaneously,an object extraction algorithm based on graph cut was proposed.The experimental results show that the algorithm can extract such objects exactly and effectively.The method achieves the expectation with high accuracy in automatic segmentation,less user's workload and high eff... |
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| Keywords: | boundary information region information graph cut object extraction |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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