| 基于不变矩理论及Matlab的平面物体识别 |
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| 引用本文： | 庞占中,程丽娇,张婷玉. 基于不变矩理论及Matlab的平面物体识别[J]. 工具技术, 2010, 44(4): 52-54 |
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| 作者姓名： | 庞占中 程丽娇 张婷玉 |
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| 作者单位： | 北京林业大学 |
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| 摘 要： | 提出一种识别零件的基本方法。先对彩色照相机采集的零件照片进行预处理,包括图像二值化、图像平滑;然后对图像里的零件进行分割和提取;再对分割的图像采用不变矩的方法进行表示和描述,最后采用基于马氏距离度量的识别方法来识别图像中的零件。试验结果表明,该方法能较准确地识别图像中的零件。
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| 关 键 词： | 图像处理 图像表示 不变矩 图像识别 |
Graphic Objects Recognition Based on Invariant and Matlab |
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| Pang Zhanzhong,Cheng Lijiao,Zhang Tingyu. Graphic Objects Recognition Based on Invariant and Matlab[J]. Tool Engineering(The Magazine for Cutting & Measuring Engineering), 2010, 44(4): 52-54 |
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| Authors: | Pang Zhanzhong Cheng Lijiao Zhang Tingyu |
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| Affiliation: | Pang Zhanzhong,Cheng Lijiao,Zhang |
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| Abstract: | Create a way to recognize different parts.First,pretreating the images of parts which are got from the camera,including converting the images to binary,images smoothing and so on.Then divide the target images.Presenting and describing the divided targets,which are based on invariant moments.Finally,identify the parts in the images with the help of the Mahalanobis,and the experiment shows that this is able to identify the parts in the images correctly. |
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| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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