Paper
6 November 2023 An information processing strategy for high-resolution and wide-area surveillance system
Author Affiliations +
Proceedings Volume 12921, Third International Computing Imaging Conference (CITA 2023); 129210J (2023) https://doi.org/10.1117/12.2687914
Event: Third International Computing Imaging Conference (CITA 2023), 2023, Sydney, Australia
Abstract
Aiming at the problem of difficulty in information processing of high-resolution and wide-area surveillance system, a multi-target detection and tracking method based on deep learning algorithm is proposed to solve the problem of accurate multi-target tracking in extreme scenes such as high-speed motion, high density and high apparent similarity between targets. Aiming at the pressure of data transmission and storage caused by the huge original data of the system, a solution of massive data management and compression transmission is proposed. The tests show that the proposed information processing scheme can realize real-time intelligent multi-target detection, recognition and tracking, and meet the new requirements of aviation situation awareness.
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Bing Li, Shengbang Yuan, Linpeng Li, Zhikai Wang, Yang Li, and Xuguo Zhang "An information processing strategy for high-resolution and wide-area surveillance system", Proc. SPIE 12921, Third International Computing Imaging Conference (CITA 2023), 129210J (6 November 2023); https://doi.org/10.1117/12.2687914
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KEYWORDS
Data processing

Target detection

Detection and tracking algorithms

Image processing

Image compression

Surveillance systems

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