A novel color based object detection and localization algorithm
文献类型：会议论文
| 作者 | Fan BJ(范保杰) ; Zhu LL(朱琳琳); Du YK(杜英魁); Tang YD(唐延东)
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| 出版日期 | 2010 |
| 会议名称 | 2010 3rd International Congress on Image and Signal Processing, CISP 2010 |
| 会议日期 | October 16-18, 2010 |
| 会议地点 | Yantai, China |
| 关键词 | Algorithms Color Image retrieval Object recognition Signal detection Signal processing |
| 页码 | 1101-1105 |
| 中文摘要 | We propose a novel and robust color object detection and localization algorithm. Without a priori information about the number of objects, our method can detect all the objects with similar color feature in template. An improved histogram backprojection algorithm is used to find the object candidate regions. The weighted histogram intersection is used to verify the presence of objects. With the color feature in template, our method can detect and locate the objects accurately, get the number of objects, estimate their scales and orientations. Our experimental results on outdoor images obtained under different environments verify the effectiveness of our algorithm. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议主办者 | Yantai University |
| 会议录 | Proceedings - 2010 3rd International Congress on Image and Signal Processing, CISP 2010
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| 会议录出版者 | IEEE Computer Society |
| 会议录出版地 | Piscataway, NJ |
| 语种 | 英语 |
| ISBN号 | 978-1-4244-6514-9 |
| 源URL | [http://ir.sia.cn/handle/173321/8502]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 推荐引用方式 GB/T 7714 | Fan BJ,Zhu LL,Du YK,et al. A novel color based object detection and localization algorithm[C]. 见:2010 3rd International Congress on Image and Signal Processing, CISP 2010. Yantai, China. October 16-18, 2010. |
入库方式： OAI收割
来源：沈阳自动化研究所
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