Application of 3D Gaussian Splatting target Reconstruction in short-range detection

Wenzhong Lou*, Chenglong Li, Hengzhen Feng, Nanxi Ding, Zihao Zhang, Wenlong Ma, Lin Wang

*此作品的通讯作者

科研成果: 期刊稿件会议文章同行评审

摘要

The research presented in this paper successfully introduces the emerging 3D reconstruction technology to specific application scenarios, especially for the strict requirements of information authenticity and timeliness for reconnaissance equipment and platforms. Traditional methods have the problems of slow speed and damaged reconstruction quality in processing reconnaissance information. In order to solve the problem of limited computing power of aerial detection platform and improve the reconstruction quality and efficiency of complex scenes, this paper introduces three-dimensional Gaussian Splatting (3DGS) method for testing. Experimental results show that 3DGS has excellent performance in rendering accuracy and real-time performance, which can effectively meet the performance requirements of aerial detection platforms. We tested it on a virtual dataset, and the experimental results show that it can also maintain excellent performance in the real world.

源语言英语
文章编号152010
期刊Journal of Physics: Conference Series
2891
15
DOI
出版状态已出版 - 2024
活动4th International Conference on Defence Technology, ICDT 2024 - Xi'an, 中国
期限: 23 9月 202426 9月 2024

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引用此

Lou, W., Li, C., Feng, H., Ding, N., Zhang, Z., Ma, W., & Wang, L. (2024). Application of 3D Gaussian Splatting target Reconstruction in short-range detection. Journal of Physics: Conference Series, 2891(15), 文章 152010. https://doi.org/10.1088/1742-6596/2891/15/152010