With the application of target detection technology in UAVs and other aircraft, the demand for the analysis of aerial images is increasing year by year. Focusing on the single-stage target detection algorithm in deep learning, the current mainstream deep learning single-stage target detection algorithm is first introduced; the basic principle and optimization process of the single-stage series target detection algorithm are sorted out, and a systematic summary of the research progress of aerial image detection by Single-Stage series algorithm is analyzed. Finally, the future direction of the Single-stage series algorithm in aerial image detection prospects.
A survey of aerial image target detection based on single-stage series algorithms
Third International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022) ; 2022 ; Xi'an,China
Proc. SPIE ; 12462
2023-02-02
Conference paper
Electronic Resource
English
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