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Hand gesture recognition system using image processing

机译:使用图像处理的手势识别系统

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摘要

Image processing has a very big potential to do virtually anything. But in real life, worse come to worst when the development of particular interest is not being done properly. This project comes to the extent of development details on recognition system by using state-of-the-art NI LabVIEW graphical programming software. The complexness and configurable in so many way of today’s entertainment has brought us back to basic of safety. It is worthless to have a complete system that can do almost anything but compromises human life. To cope up on par to today technological achievement, this project will try to bring sophisticated ways of using image processing as a solution to deliver command in the other way. The hardware is being interfaced by using Software Development Kit (SDK) from the supplier of the hardware, in this case is Logitech Inc. Proper data channeling between hardware and software ensure smooth transaction that increase performance and capability. The method of backlighting is used to give proper exposure to the subject so that the further processing and blob (binary large object) analysis can be done on it. This system also used algorithm of several processing technique that may or may not be the same output for each type of it. The system is upgradeable to be connected by separate module. It will not be viable to implement it today, but the ever falling prices of gadget plus a little bit of innovation into infrared lighting, 0 lux night vision acquisition, refine image processing and fuzzy logic to keep the system trained, it will be everyday must. This is proven, considering costly research and development on Air Bag technology as an example, sometimes ago is now a necessity.
机译:图像处理几乎可以做任何事情。但是在现实生活中,如果没有正确地发展特殊兴趣,情况就会变得更糟。该项目通过使用最新的NI LabVIEW图形化编程软件来扩展识别系统的开发细节。当今娱乐活动的复杂性和可配置性使我们回到了安全的基础上。拥有一个完整的系统,几乎可以做任何事,但会危及人类的生命,这毫无价值。为了与当今的技术成就相提并论,该项目将尝试带来使用图像处理作为另一种方式交付命令的解决方案的复杂方法。通过使用硬件供应商(在本例中为Logitech Inc.)的软件开发套件(SDK)来连接硬件。在硬件和软件之间进行适当的数据通道传输可确保顺利进行事务处理,从而提高性能和功能。背光方法用于对被摄体进行适当的曝光,以便可以对其进行进一步处理和斑点(二进制大物体)分析。该系统还使用了几种处理技术的算法,对于每种类型的算法,输出可能相同或不同。该系统可升级以通过单独的模块连接。今天实施该方案将不可行,但是小工具的价格不断下降,加上红外照明,0 lux夜视采集,完善的图像处理和模糊逻辑等创新技术,以保持系统的培训,这将是日常工作。事实证明,以气囊技术的昂贵研发为例,有时以前是现在是必须的。

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