Moving target extraction and background reconstruction algorithm

It is difficult for the computer to distinguish the target from the background due to the long-time static of the target after moving. A new moving target detection and background reconstruction algorithm is proposed and is applied into the RGB video for the first time. Firstly, the proposed algorit...

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Vydáno v:Journal of ambient intelligence and humanized computing Ročník 14; číslo 5; s. 6007 - 6015
Hlavní autoři: Qiu, Shi, Li, Xuemei
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.05.2023
Springer Nature B.V
Témata:
Algorithms
Artificial Intelligence
Cameras
Computational Intelligence
Engineering
Moving targets
Original Research
Reconstruction
Robotics and Automation
Surveillance
Target detection
User Interfaces and Human Computer Interaction
Time dimension
Moving target extraction
Space dimension
RGB
Background reconstruction
ISSN:1868-5137, 1868-5145
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Popis
Shrnutí:It is difficult for the computer to distinguish the target from the background due to the long-time static of the target after moving. A new moving target detection and background reconstruction algorithm is proposed and is applied into the RGB video for the first time. Firstly, the proposed algorithm builds a model from the time dimension to extract the changed region. Then, it combines with the space dimension information to completely extract the moving target. The spatiotemporal correlation model is established to realize the construction of pure background. The experimental results show that the proposed algorithm can effectively reconstruct the background and the recognition rate of moving target is high.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:1868-5137
1868-5145
DOI:10.1007/s12652-020-02619-2