An FPGA-based real-time infrared target detection system with visual image positioning

被引:0
作者
Gao, Meijing [1 ]
Li, Shiyu [2 ]
Zhu, Lan [3 ]
Bai, Yang [2 ]
Wang, Ping [2 ]
Guan, Ning [2 ]
Wang, Kunda [1 ]
Yin, Haozheng [2 ]
机构
[1] Beijing Inst Technol, Sch Integrated Circuits & Elect, Ectron Educ, Beijing 100081, Peoples R China
[2] Yanshan Univ, Sch Informat Sci & Engn, Key Lab Special Fiber & Fiber Sensor Hebei Prov, Qinhuangdao 066004, Hebei, Peoples R China
[3] Beijing Open Univ, Beijing 100081, Peoples R China
来源
AOPC 2022: OPTICAL SENSING, IMAGING, AND DISPLAY TECHNOLOGY | 2022年 / 12557卷
关键词
Image processing; infrared imaging; FPGA; object detection; visual positioning;
D O I
10.1117/12.2651647
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
This paper builds a real-time infrared target detection system with a visual positioning function based on FPGA, a visual camera, and an infrared camera. Firstly, the whole system is built based on FPGA. The design and implementation of the infrared image acquisition module, a data storage module, SD card module, and image display module are completed. Ping pong operation is used for the data storage modules to realize video stream transmission. The experiment results show that the system built in this paper can collect and display the target in real-time. To improve the system performance, several image processing algorithms are proposed, including an improved median filtering algorithm, linear transformation, and Laplacian sharpening algorithm, a combined algorithm of histogram equalization, Gamma transform, Laplacian sharpening, target detection algorithm combined with threshold segmentation and background difference algorithm, and visual localization algorithm. Software simulation and FPGA hardware implementation results show the effectiveness of the proposed algorithms.
引用
收藏
页数:6
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