A real-time photoelectric system for foreign objects debris detection on airport runways

Jianying Wang; Demao Ye; Peizheng Li; Haiyang Zhang

doi:10.1117/12.2627747

27 March 2022 A real-time photoelectric system for foreign objects debris detection on airport runways

Jianying Wang, Demao Ye, Peizheng Li, Haiyang Zhang

Proceedings Volume 12169, Eighth Symposium on Novel Photoelectronic Detection Technology and Applications; 12169DO (2022) https://doi.org/10.1117/12.2627747
Event: Eighth Symposium on Novel Photoelectronic Detection Technology and Applications, 2021, Kunming, China

Abstract

In order to solve the problems of serious electromagnetic interference, high cost and long detection time of radar-optoelectronic traditional airport runways Foreign Objects Debris Detection(FOD) system, a novel assistant identification detection architecture was proposed which based on the photoelectric system without radar. Automatic recognition algorithm was present which based on yolov4, it is to improve the efficiency and accuracy of the FOD identification. The manual detection intervention of professional personnel was reduced, and the occurrence of missed detection and false detection was avoided. A novel data augmentation method is proposed to guarantee the performance of the system in the case of a small number of samples. The experimental results show that the system has been strong robustness in different complex scenes, the comprehensive detection rate of FOD is higher than 95%, and the recognition efficiency and accuracy are greatly improved compared with the traditional convolutional neural network(CNN).

Citation Download Citation

Jianying Wang, Demao Ye, Peizheng Li, and Haiyang Zhang "A real-time photoelectric system for foreign objects debris detection on airport runways", Proc. SPIE 12169, Eighth Symposium on Novel Photoelectronic Detection Technology and Applications, 12169DO (27 March 2022); https://doi.org/10.1117/12.2627747

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KEYWORDS

Detection and tracking algorithms

Image processing

Image segmentation

RGB color model

Evolutionary algorithms

Image fusion

Image processing algorithms and systems

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