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Radon transform-based indoor localization control for quadrotor

机译:基于Radon变换的四旋翼室内定位控制

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摘要

Quadrotor aircrafts have been widely used in many fields, but its methods of indoor localization control based on visual recognition are relatively few. For identifying and localizing a target with high speed and accuracy, visual signal is employed as feedback to control quadrotor. Considering Radon transform can extract the shape feature of the target and decrease the computational complexity efficiently, this paper proposes a novel method SFRT (Shape-Finite Radon Transform) with visual feedback for image processing. A series of algorithm optimization tests have been completed for the fight characteristics of quadrotor. Then the feasibility of SFRT is verified with the recognition accuracy which can reach more than 90% in setting conditions indoors. (C) 2016 Elsevier GmbH. All rights reserved.
机译:四旋翼飞行器已在许多领域得到广泛使用,但是其基于视觉识别的室内定位控制方法相对较少。为了快速,准确地识别和定位目标,采用视觉信号作为反馈来控制四旋翼。考虑到Radon变换可以提取目标的形状特征并有效降低计算复杂度,本文提出了一种具有视觉反馈的SFRT(Shape-Finite Radon Transform)方法进行图像处理。针对四旋翼的战斗特性,完成了一系列算法优化测试。然后以在室内设置条件下可达到90%以上的识别精度验证了SFRT的可行性。 (C)2016 Elsevier GmbH。版权所有。

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