| Voronoi图和遗传算法在对象识别中的应用 |
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| 引用本文： | 杨前邦 李介谷. Voronoi图和遗传算法在对象识别中的应用[J]. 红外与毫米波学报, 1998, 17(5): 391-396 |
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| 作者姓名： | 杨前邦 李介谷 |
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| 作者单位： | 上海交通大学图像处理与模式识别研究所 |
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| 摘 要： | 从对象识别的角度探讨了Ｖｏｒｏｎｏｉ图和遗传算法的应用，针对不同应用情形重新定义了基于Ｖｏｒｏｎｏｉ图与形的相似性度量，采用遗传算法以加快识别速度，并将视角和模型参数纳入染色体编码，实现了快速的类模型匹配的对象检测和识别。
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| 关 键 词： | Voronoi图 遗传算法 对象识别 计算机视觉 |
APPLICATION OF VORONOI GRAPH AND GENETIC ALGORITHM IN OBJECT RECOGNITION |
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| YANG Qian Bang LI Jie Gu. APPLICATION OF VORONOI GRAPH AND GENETIC ALGORITHM IN OBJECT RECOGNITION[J]. Journal of Infrared and Millimeter Waves, 1998, 17(5): 391-396 |
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| Authors: | YANG Qian Bang LI Jie Gu |
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| Abstract: | The application of Voronoi graph and genetic algorithm in object recognition was investigated. The shape similarity metrics were redefined in some cases of applications. To speed up the searching process for matching, the genetic algorithm was used. Further, the viewing angles and the model parameters were encoded into the chromosome string, and finally the fast generic object recognition and detection were realized. |
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| Keywords: | Voronoi graph shape similarity metrics genetic algorithm generic object recognition. |
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