Short and long distance marker detection technique in outdoor and indoor environments for embedded systems

Álvaro Díaz, Daniel Peña, E. Villar
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引用次数: 5

Abstract

During the last years, the market of embedded vision-based systems has been growing at an accelerated rate. Virtual and augmented reality has the potential to become one of the most innovative technologies for the next decade. One of the most important aspects of these technologies is related to the spatial location of objects or people in defined environments, for which there are several techniques. One of the most widely used is based on visual marker recognition. The main problems of these approaches are related to the accuracy, the changing environments, the processing time, the operating range/distance and the price. The popularization of these technologies produces a pull effect toward the companies developing the best technology at the lowest price. This paper proposes a marker design and an algorithm to detect the markers under different ambient conditions, with a long range to be executed on embedded systems with low computational requirements. The proposed method reduces the existing problems in the state-of-the-art related to the use of different environments and conditions such as different distances or different illumination. Moreover, the requisites of the method are minimal to reduce the cost of deployment.
嵌入式系统在室外和室内环境中的短距离和长距离标记检测技术
在过去的几年里,嵌入式视觉系统的市场一直在加速增长。虚拟现实和增强现实有可能成为未来十年最具创新性的技术之一。这些技术最重要的方面之一是与物体或人在确定的环境中的空间位置有关,为此有几种技术。其中应用最广泛的是基于视觉标记的识别。这些方法的主要问题与精度、变化的环境、处理时间、操作范围/距离和价格有关。这些技术的普及对企业以最低的价格开发出最好的技术产生了拉动效应。本文提出了一种标记设计和算法,可以在不同环境条件下检测标记,在计算量低的嵌入式系统上执行范围长。所提出的方法减少了目前存在的与使用不同环境和条件(如不同距离或不同照明)有关的问题。此外,该方法的必要条件是最小的,以减少部署成本。
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