Abstract
The ViBe (Visual Background extractor) algorithm is a moving object detection algorithm, which has good adaptability and real-time performance. Although its performance is excellent, the ViBe algorithm also has some disadvantages, such as easy to introduce ghost, insensitive to the detection of static targets, and easy to detect the shadow area as the foreground. In order to improve its performance, various improved ViBe algorithms emerged recently. In this paper, we firstly introduce the ViBe algorithm in detail, including background modeling, foreground detection and background model updating; Secondly, we introduce and analyze the improved algorithms to address its each shortcoming and to enhance the robustness in time order; Finally, we summarize and prospect the improved ViBe algorithms.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.