Image-free real-time detection and tracking of fast moving object using a single-pixel detector

被引:70
|
作者
Zhang, Zibang [1 ]
Ye, Jiaquan [1 ]
Deng, Qiwen [1 ]
Zhong, Jingang [1 ]
机构
[1] Jinan Univ, Dept Optoelect Engn, Guangzhou 510632, Peoples R China
来源
OPTICS EXPRESS | 2019年 / 27卷 / 24期
基金
中国国家自然科学基金;
关键词
VISUAL TRACKING;
D O I
10.1364/OE.27.035394
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Real-time detection and tracking for fast moving object has important applications in various fields. However, available methods, especially low-cost ones, can hardly achieve real-time and long-duration object detection and tracking. Here we report an image-free and cost-effective method for detecting and tracking a fast moving object in real time and for long duration. The method employs a spatial light modulator and a single-pixel detector for data acquisition. It uses Fourier basis patterns to illuminate the target moving object and collects the resulting light signal with a single-pixel detector. The proposed method is able to detect and track the object with the single-pixel measurements directly without image reconstruction. The detection and tracking algorithm of the proposed method is computationally efficient. We experimentally demonstrate that the method can achieve a temporal resolution of 1,666 frames per second by using a 10,000 Hz digital micro-mirror device. The latency time of the method is on the order of microseconds. Additionally, the method acquires only 600 bytes of data for each frame. The method therefore allows fast moving object detection and tracking in real time and for long duration. This image-free approach might open up a new avenue for spatial information acquisition in a highly efficient manner. (C) 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:35394 / 35401
页数:8
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