Research on super resolution algorithm based on microstep in vibration environment of aviation equipment

Tianxiang Ma; Yuqing Liu

doi:10.1117/12.2689308

31 July 2023 Research on super resolution algorithm based on microstep in vibration environment of aviation equipment

Tianxiang Ma, Yuqing Liu

Proceedings Volume 12747, Third International Conference on Optics and Image Processing (ICOIP 2023); 1274709 (2023) https://doi.org/10.1117/12.2689308
Event: Third International Conference on Optics and Image Processing (ICOIP 2023), 2023, Hangzhou, China

Abstract

Aerial imaging equipment has gradually become a crucial information detection equipment in modern war, so the accuracy of information collection has become the main research direction of imaging resolution algorithm. There are many limitations in the process of making and using aerial imaging equipment, which makes it impossible to implement the super resolution algorithm under ideal conditions. Therefore, it is necessary to study the difference resolution algorithm based on the influence of these realistic factors. In this paper, a mathematical model is established for the impact of airborne photoelectric load vibration on the imaging system, and a preliminary analysis is carried out. According to the vibration environment during aviation flight, a super-resolution algorithm based on micro-step is proposed to extract the non-redundant information contained in the multi-frame low-resolution image sequence for fusion processing, and to reconstruct the high-resolution clear image.

Citation Download Citation

Tianxiang Ma and Yuqing Liu "Research on super resolution algorithm based on microstep in vibration environment of aviation equipment", Proc. SPIE 12747, Third International Conference on Optics and Image Processing (ICOIP 2023), 1274709 (31 July 2023); https://doi.org/10.1117/12.2689308

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