利用图匹配算法对输送带上的物体进行识别

Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014 Pub Date : 2014-12-01 DOI:10.1109/MECHATRONIKA.2014.7018350

V. Ondroušek, J. Kolomazník, Marcel Vytečka

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引用次数: 2

摘要

解决了输送带上机械零件的检测问题。选择计算两个图之间最小距离的图匹配算法来解决给定问题。特别是从图像中选择特征点，从这些特征点创建图结构和寻找图匹配算法的最优参数的最佳组合，本文进行了讨论。考虑了目标识别的精度和所用方法的耗时。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Recognition of the objects on the conveyor belt using graph matching algorithms

The issue of detecting machine parts on the conveyor belt is solved in this contribution. The graph matching algorithm that calculates the smallest distance between two graphs was selected to solve the given problem. Especially finding the best combination of selecting feature points from the image, creating graph structure from these points and looking for optimal parameters of the graph matching algorithm, is under discussion in this article. Accuracy of the object recognition together with the time consumption of the used methods is considered.

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来源期刊

Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014

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