Super-resolution reconstruction of micro-scanning images

doi:10.37188/OPE.20212910.2456

CORC > 长春光学精密机械与物理研究所 > 中国科学院长春光学精密机械与物理研究所

	Super-resolution reconstruction of micro-scanning images
	H.-G. Zhao; H.-S. Qu; X. Wang; Y. Shang; L.-G. Liu; S.-W. Han; S. Meng and P. Wang
刊名	Guangxue Jingmi Gongcheng/Optics and Precision Engineering
	2021
卷号	29 期号:10 页码:2456-2464
ISSN号	1004924X
DOI	10.37188/OPE.20212910.2456
英文摘要	To improve the target recognition distance of the airborne electro-optical reconnaissance equipment of a UAV, this study has developed a high-speed micro-scanning super-resolution core component based on an actual engineering project. The real-time super-resolution reconstruction algorithm is implemented in the embedded platform GPU-TX2i. First, the micro-scanning super-resolution core component moves according to the preset step size and frequency to obtain a continuous image sequence with sub-pixel deviation. Then, the image super-resolution reconstruction algorithm is used based on probability distribution to process the acquired four continuous images into higher resolution images. The experimental results show that the image sequence output achieved by the detector with a frame rate of 120 fps and a resolution of 640512 is reconstructed via super-resolution and becomes an image sequence with a frame rate of 30 fps and a resolution of 1 2801024. After super-resolution reconstruction, the effective spatial resolution of the image is increased by 78.2% and target recognition distance is increased by 43.3%. The reconstruction time of a high-resolution image is approximately 33 ms. Furthermore, the micro-scanning super-resolution core component's micro-scan response time is 1.0 ms and the accuracy in place is 0.3 m (corresponding to approximately 0.03 pixels). These results meet the real-time and precision requirements of airborne electro-optical reconnaissance equipment. 2021, Science Press. All right reserved.
URL标识	查看原文
内容类型	期刊论文
源URL	[http://ir.ciomp.ac.cn/handle/181722/65670]
专题	中国科学院长春光学精密机械与物理研究所
推荐引用方式 GB/T 7714	H.-G. Zhao,H.-S. Qu,X. Wang,et al. Super-resolution reconstruction of micro-scanning images[J]. Guangxue Jingmi Gongcheng/Optics and Precision Engineering,2021,29(10):2456-2464.
APA	H.-G. Zhao.,H.-S. Qu.,X. Wang.,Y. Shang.,L.-G. Liu.,...&S. Meng and P. Wang.(2021).Super-resolution reconstruction of micro-scanning images.Guangxue Jingmi Gongcheng/Optics and Precision Engineering,29(10),2456-2464.
MLA	H.-G. Zhao,et al."Super-resolution reconstruction of micro-scanning images".Guangxue Jingmi Gongcheng/Optics and Precision Engineering 29.10(2021):2456-2464.