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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Bibliographic Details
Published in:Journal of ambient intelligence and humanized computing Vol. 14; no. 5; pp. 6007 - 6015
Main Authors: Qiu, Shi, Li, Xuemei
Format: Journal Article
Language:English
Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.05.2023
Springer Nature B.V
Subjects:
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
Online Access:Get full text
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Summary: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.
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content type line 14
ISSN:1868-5137
1868-5145
DOI:10.1007/s12652-020-02619-2