<  Back to the Polytechnique Montréal portal

RECTGAUSS-Tex : block-based background subtraction

Dorra Riahi, Pier-Luc St-Onge and Guillaume-Alexandre Bilodeau

Technical Report (2012)

[img]
Preview
Published Version
Terms of Use: All rights reserved.
Download (857kB)
Cite this document: Riahi, D., St-Onge, P.-L. & Bilodeau, G.-A. (2012). RECTGAUSS-Tex : block-based background subtraction (Technical Report n° EPM-RT-2012-03).
Show abstract Hide abstract

Abstract

This paper presents an approach to background subtraction based on rectangular regions (blocks). The general principle is to successively divide the image into blocks and detect foreground pixels based on the color histogram and the variance between pixels of the blocks. Then, the classic Gaussian Mixture background subtraction method is applied to refine the detected foreground. Results show that this approach reduces false positives by filtering noise coming from small motion as it is based on groups of pixels instead of on individual pixels.

Open Access document in PolyPublie
Subjects: 2700 Technologie de l'information > 2706 Génie logiciel
2700 Technologie de l'information > 2708 Traitement d'images et traitement vidéo
Department: Département de génie informatique et génie logiciel
Research Center: Non applicable
Date Deposited: 06 Oct 2017 15:22
Last Modified: 24 Oct 2018 16:12
PolyPublie URL: https://publications.polymtl.ca/2797/

Statistics

Total downloads

Downloads per month in the last year

Origin of downloads

Repository Staff Only