A survey of aerial image target detection based on single-stage series algorithms

Hai Wang; Yimin Tian; Yunfei Du; Hongmei Chen

doi:10.1117/12.2660801

2 February 2023 A survey of aerial image target detection based on single-stage series algorithms

Hai Wang, Yimin Tian, Yunfei Du, Hongmei Chen

Proceedings Volume 12462, Third International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022); 124621L (2023) https://doi.org/10.1117/12.2660801
Event: International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022), 2022, Xi'an, China

Abstract

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.

Citation Download Citation

Hai Wang, Yimin Tian, Yunfei Du, and Hongmei Chen "A survey of aerial image target detection based on single-stage series algorithms", Proc. SPIE 12462, Third International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022), 124621L (2 February 2023); https://doi.org/10.1117/12.2660801

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