一个模板可以做什么识别

Fourth International Conference on Image and Graphics (ICIG 2007) Pub Date : 2007-08-22 DOI:10.1109/ICIG.2007.191

Lixin Fan

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引用次数: 4

摘要

本文介绍了一个通用的对象检测和跟踪系统，它只需要一个模板。该系统允许最终用户选择任意对象来识别，而不需要大量的培训。虽然使用单一模板，但检测和跟踪对不同的成像条件和类内变化具有鲁棒性。最后，该系统运行速度快，在笔记本电脑上实现了实时帧率。

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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What A Single Template Can Do in Recognition

This article presents a generic object detection and tracking system that requires a single template only. The system allows end-users to choose arbitrary objects to recognize, without need of extensive training. Although a single template is used, the detection and tracking are robust to different imaging conditions and intra-class variation. Finally, the system is fast and achieves real time frame rate on laptop PCs.

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Fourth International Conference on Image and Graphics (ICIG 2007)

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