Background Subtraction

C. Stauffer, W. Grimson · Encyclopedia of Biometrics · 2009

Summary

This paper discusses modeling each pixel as a mixture of Gaussians and using an on-line approximation to update the model, resulting in a stable, real-time outdoor tracker which reliably deals with lighting changes, repetitive motions from clutter, and long-term scene changes.

Published: 2009-01-01
Cited by: 5,205
References: 0
DOI: https://doi.org/10.1007/978-0-387-73003-5_362
Semantic Scholar: https://api.semanticscholar.org/CorpusID:8195115

References

No references recorded for this paper.

Cited by

Evaluation of video based pedestrian and vehicle detection algorithmsVarun Bandarupalli — 2010
Background Modeling with Motion Criterion and Multi-modal SupportJuan Alfonso Rosell Ortega, G. A. García, F. López‐García — 2016
Moving object segmentation in video sequences using vector quantizationHassan Khastavaneh, Siti Mariyam Shamsuddin — 2013
Time Dependent On-line Boosting for Robust Background ModelingH. Grabner, C. Leistner, H. Bischof — 2008
Background Separation Encoding for Surveillance Purpose by using Stable Foreground SeparationKitagawa Tomohiro, Tomoya Koseki, Takao Nishitani — 2009
Robust visual detection and tracking of complex objects : applications to space autonomous rendez-vous and proximity operations. (Détection et suivi visuels robustes d'objets complexes : applications au rendezvous spatial autonome)Antoine Petit — 2013
Using Reasoning to Aid With Tracking Objects in VideoElan Dubrofsky — 2008
Combining Motion Detection and Hierarchical Particle Filter Tracking in a Multi-player Sports Environment.Vos R, Brink Wh — 2009
Road and Traffic Analysis from VideoErhan Bas — 2007
Improving the efficiency and accuracy of nocturnal bird Surveys through equipment selection and partial automationLjubica Lazarevic — 2010
Labeling hypergraph-structured data using markov networkA. Elgammal, T. Parag — 2011
Incorporating Boltzmann Machine Priors for Semantic Labeling in Images and VideosAndrew Kae — 2014
Clustering and visualizing actions of humans and animals using motion featuresMaryam Moslemi Naeini — 2007
People detection, tracking and re-identification through a video camera network. (Détection, suivi et ré-identification de personnes à travers un réseau de caméra vidéo)Malik Souded — 2013
A survey on object detection and tracking algorithmsRupesh Kumar Rout — 2013
A head pose and facial actions tracking method based on effecient online appearance modelsXiaoyan Wang, Xiangsheng Huang, Huiwen Cai — 2010
Fast Approximate Matching of Cell-Phone Videos for Robust Background SubtractionHamid, Raffay, Atish Das Sarma, Dennis DeCoste — 2014
Multiple Cue Data Fusion using Markov Random Fields for Motion DetectionMarc Vivet, Brais Martínez, Xavier Binefa — 2009
Multi-person tracking system for complex outdoor environmentsCristina-Madalina Tanase — 2015
Optimization of video capturing and tone mapping in video camera systemsSaša Cvetković — 2011

Related papers

No related papers recorded.