| 一种基于多级检测的军装图片识别算法研究 |
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| 引用本文： | 孔锐,胡谷雨,王琼,潘志松,倪桂强.一种基于多级检测的军装图片识别算法研究[J].计算机与数字工程,2010,38(11):152-155,172. |
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| 作者姓名： | 孔锐 胡谷雨 王琼 潘志松 倪桂强 |
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| 作者单位： | 解放军理工大学指挥自动化学院,南京210007 |
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| 摘 要： | 为了在互联网上对军装图片进行过滤,我们设计了一种基于多级检测的军装图片识别框架,并在该框架下对其中的关键技术进行了深入的分析,就人脸快速检测技术、颜色纹理处理、区域形态学处理、基于支持向量机分类识别领花物件等进行了研究。实验表明,该算法在检测效率和精度方面能够满足实际应用的需要,可高效地对网络上传的军装图片进行高速过滤,该算法还可以解决其它类似的服装检测的问题。
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| 关 键 词： | 多级检测体系 人脸检测 纹理检测 HSV颜色空间 SVM |
A Military Uniform Picture Detection Algorithm Research Based on Multistage Detection System |
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| Kong Rui,Hu Guyu,Wang Qiong,Pan Zhisong,Ni Guiqiang.A Military Uniform Picture Detection Algorithm Research Based on Multistage Detection System[J].Computer and Digital Engineering,2010,38(11):152-155,172. |
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| Authors: | Kong Rui Hu Guyu Wang Qiong Pan Zhisong Ni Guiqiang |
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| Affiliation: | Kong Rui Hu Guyu Wang Qiong Pan Zhisong Ni Guiqiang(Institute of Command Automation,PLA University of Science and Technology,Nanjing 210007) |
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| Abstract: | According to the requirement of distinguishing military uniform photo from internet.The paper designs a military uniform picture detection frame based on multistage detection system,and analyses thoroughly the key technologies.The research includes face detection technology,color and texture detection,morphology processing,utilizing the Support Vector Machines to detect the collar badges.The experiments show that the algorithm can high-speed distinguish military uniform photo from internet,solve the similar detection problem,in the detection efficiency and accuracy to meet the needs of practical application. |
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| Keywords: | multistage detection system face detection texture detection HSV color space SVM |
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