为基于图像的软件代理计算手势类型的动态模型

Tse-Chuan Hsu Tse-Chuan Hsu, Chih-Hung Chang Tse-Chuan Hsu, William Cheng-Chung Chu Chih-Hung Chang, Shou-Yu Lee William Cheng-Chung Chu, Shih-Yun Huang Shou-Yu Lee
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引用次数: 0

摘要

计算机视觉技术允许计算机与人类操作员进行交互,从而快速完成对事件的解释,并改进处理事件的操作流程。随着计算机视觉技术的不断发展,设备的成本也在不断增加。因此,可以通过中间件的设计和软件代理辅助功能的计算来保证系统的稳定性。目前,图像处理的字符识别是基于图像识别的技术,可以提供更加灵活的用户体验。然而,非接触式设计的困境在于图像的处理和计算,应减少延迟带来的不便。本文以 Raspberry Pi 为例,介绍计算代理应用。在视觉检测之后,进行软件的验证操作。我们的系统是手部位置和移动的检测,以及侦察中手部标记位置的检测。此外,我们还同时开发了管理和远程控制事件,并连接到远程边缘计算机。之后,我们成功完成了两种不同边缘计算识别作业的自动控制和串行应用,并验证了基于树莓派软件代理的图像视觉计算,可用于图像视觉分析和控制应用。
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A Dynamic Model for the Computation of Gesture Types for Image-based Software Agents
Computer vision technology allows the computer to interact with a human operator to quickly complete the interpretation of events and improve the operational workflow of processing events. As computer vision technology continues to evolve, the cost of the equipment continues to increase. Therefore, the stability of the system can be ensured through the design of the middleware and the calculation of the auxiliary functions of the software agents. At present, the recognition of characters for image processing is based on the technology of image recognition, which can provide a more flexible user experience. However, the dilemma of contactless design lies in the processing and calculation of images, which should reduce the inconvenience caused by delays.This article uses a Raspberry Pi as an example of a computing proxy application. After the visual inspection, the verification operation of the software is carried out. Our system is the detection of hand position and movement, and the detection of hand mark position in reconnaissance. In addition, we simultaneously developed management and remote control events and connected to the remote edge computer. After that, we successfully completed the automatic control and serial application of two different edge computing recognition jobs, and verified the image vision computing based on the Raspberry Pi software agent, which can be used for image vision analysis and control applications.
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