| 一种改进的不变矩特征与物体识别 |
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| 引用本文： | 付立思,刘朋维,李丹丹.一种改进的不变矩特征与物体识别[J].计算机工程与应用,2012,48(31):183-185,209. |
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| 作者姓名： | 付立思 刘朋维 李丹丹 |
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| 作者单位： | 1. 沈阳农业大学 信息与电气工程学院,沈阳,110866
2. 六盘水师范学院 矿业工程系,贵州六盘水,553004 |
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| 摘 要： | 引入了一种改进的不变矩特征表示方法。不变矩特征通过7个不变矩量很好地表征了图像的局部结构信息;通过压缩不变矩的值,得到了更优秀和实用的特征表示。改进的不变矩表示方法进一步包含图像的全局结构信息。实验结果表明,改进的不变矩比不变矩有着更好的识别效果,比现有的物体识别方法有着更大的优势,其易于执行,省去了参数调节,且效率高。
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| 关 键 词： | 不变矩 矩值压缩 空间金字塔 |
Improved moment invariant characteristics and object recongnition |
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| FU Lisi
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LIU Pengwei
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LI Dandan.Improved moment invariant characteristics and object recongnition[J].Computer Engineering and Applications,2012,48(31):183-185,209. |
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| Authors: | FU Lisi LIU Pengwei LI Dandan |
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| Affiliation: | 1.College of Information and Electronic Engineering, Shenyang Agricultural University, Shenyang 110866, China 2.Mining Engineering Department, Liupanshui Normal University, Liupanshui, Guizhou 553004, China |
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| Abstract: | This paper introduces an improved moment invariant, a new representation for recognizing object. Moment invariant captures local structures of an image through the seven moment invariants. Compressing the value of moment invariant results in better representation. Improved moment invariant further incorporates global structures in the image. The experiments demonstrate that improved moment invariant outperforms the moment invariant in several object recognitions. Besides, the improved moment invariant is easy to implement. It has nearly no parameter to tune, and evaluates extremely fast. |
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| Keywords: | moment invariant compressing the value of moment invariant spatial pyramid |
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