Poznan University of Technology - Hardware implementation of the Gaussian Mixture Model foreground object segmentation algorithm working with ultra-high resolution video stream in real-time

2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)

Author(s): Piotr Janus ; Tomasz Kryjak
Publisher: Poznan University of Technology
Publication Date: 1 September 2018
Conference Location: Poznan, Poland, Poland
Conference Date: 19 September 2018
Page(s): 140 - 145
ISBN (Electronic): 978-8-3620-6533-2
ISBN (Paper): 978-83-62065-31-8
ISSN (Electronic): 2326-0319
ISSN (Paper): 2326-0262
DOI: 10.23919/SPA.2018.8563404

In this paper a hardware implementation of the Gaussian Mixture Model algorithm for background modelling and foreground object segmentation is presented. The proposed vision system is able to... View More