论文标题
喷漆机器人中使用的嵌入式系统和计算机视觉技术:评论
Embedded Systems and Computer Vision Techniques utilized in Spray Painting Robots: A Review
论文作者
论文摘要
机器时代的出现限制了人类的互动,这在过去十年中增加了它们的存在。提高机器人的有效性,耐用性和可靠性的要求也大大增加了。目前的纸张涵盖了喷漆机器人领域中使用的各种嵌入式系统和计算机视觉方法,技术和创新。用于高层建筑,墙壁绘画,道路标记绘画等的绘画机器人领域有许多进步。评论重点介绍了可以在产品中应用的图像处理,计算和计算机视觉技术,以极大地提高性能的效率。图像分析,过滤,增强,对象检测,边缘检测方法,路径和本地化方法以及参数的微调在开发此类产品时正在深入讨论。通过使用会导致人类互动,环境可持续性和详细工作质量的降低,正在审议动态系统设计。涉及微型控制器,处理器,通信设备,传感器和执行器的嵌入式系统以及软件;正在解释用于端到端的开发,并提高喷漆机器人的准确性和精度。
The advent of the era of machines has limited human interaction and this has increased their presence in the last decade. The requirement to increase the effectiveness, durability and reliability in the robots has also risen quite drastically too. Present paper covers the various embedded system and computer vision methodologies, techniques and innovations used in the field of spray painting robots. There have been many advancements in the sphere of painting robots utilized for high rise buildings, wall painting, road marking paintings, etc. Review focuses on image processing, computational and computer vision techniques that can be applied in the product to increase efficiency of the performance drastically. Image analysis, filtering, enhancement, object detection, edge detection methods, path and localization methods and fine tuning of parameters are being discussed in depth to use while developing such products. Dynamic system design is being deliberated by using which results in reduction of human interaction, environment sustainability and better quality of work in detail. Embedded systems involving the micro-controllers, processors, communicating devices, sensors and actuators, soft-ware to use them; is being explained for end-to-end development and enhancement of accuracy and precision in Spray Painting Robots.