| 基于参考点的图像可变目标快速检测方法研究 |
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| 引用本文： | 苏艳苹,廉飞宇. 基于参考点的图像可变目标快速检测方法研究[J]. 郑州大学学报(自然科学版), 2013, 0(3): 45-49 |
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| 作者姓名： | 苏艳苹 廉飞宇 |
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| 作者单位： | [1]郑州航空工业管理学院机电工程学院,河南郑州450015 [2]河南工业大学信息科学与工程学院,河南郑州450001 |
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| 摘 要： | 提出一种基于参考点的改进的滑动窗目标检测算法.采用不同的分割方法对图像进行分割,使某一分割接近真实目标位置,并将左上角点标定为参考点,然后将分割区域的模型作为底层检测器,并只在参考点上进行模型的训练和测试,以期缩短检测时间.对来自互联网的图片实验表明,在超过60%的检测类别上,改进的方法检测正确率都优于穷举法.
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| 关 键 词： | 图像目标检测 图像分割 滑动窗 支持向量机 分割区域模型 |
A Quick Test Method for Variable Object in Picture Using Reference Point |
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| SU Yah-pingI,LIAN Fei-yu. A Quick Test Method for Variable Object in Picture Using Reference Point[J]. Journal of Zhengzhou University (Natural Science), 2013, 0(3): 45-49 |
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| Authors: | SU Yah-pingI LIAN Fei-yu |
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| Affiliation: | 1. School of Mechatronics Engineering, Zhengzhou Institute of Aeronautical Industry Management, Zhengzhou 450015, China; 2. Collage of Information Science and Engineering, Henan University of Technology, Zhengzhou 450001, China) |
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| Abstract: | An improved gliding window method based on reference point was proposed. A partitioned re- gion was made close to a real location for an object, and the top left comer was set as reference point by separating images into several regions using different separation methods. Then the model of partition re- gion was taken as bottom detector and executed a model test only on the reference point to reduce detec- tion time. The experimental results showed that the detection correctness rate of this method was superior to the method of exhaustion. |
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| Keywords: | image target detection image separation gliding window support vector machine partitionregion model |
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