Parallel implementations

S. Azmat, L. Wills, S. Wills, "Parallelizing Multimodal Background Modeling on a Low-Power Integrated GPU",  Journal of Signal Processing Systems, Volume 88, No. 1, pages 43-53, July 2017.

Y. Yang, W. Chen, “Parallel Algorithm for Moving Foreground Detection in Dynamic Background”, International Symposium on Computational Intelligence and Design, ISCID 2012, Volume 2, pages 442-445, 2012.

G. Szwoch, “Performance Evaluation of the Parallel Codebook Algorithm for Background Subtraction in Video Stream”, International Conference on Multimedia Communications, Services and Security, MCSS 2011, Krakow, Poland, June 2011.

G Szwoch, D. Ellwart, A. Czyzewski, “Parallel implementation of background subtraction algorithms for real-time video processing on a supercomputer platform”, Journal of Real-Time Image Processing, 2016.

G. Szwoch, “Performance evaluation of parallel background subtraction on GPU platforms”, Elektronika: konstrukcje, technologie, zastosowanian, Volume 56, No. 4, pages 23-27, 2015.

L. Mabrouk, S. Huet, D. Houzet, S. Belkouch, A. Hamzaoui, Y. Zennayi, "Efficient parallelization of GMM background subtraction algorithm on a multi-core platform for moving objects detection",  International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018, pages 1-5, 2018.

L. Mabrouk, S. Huet, S. Belkouch, D. Houzet, Y. Zennayi,  A. Hamzaoui, "Performance and Scalability Improvement of GMM Background Segmentation Algorithm on Multi-core Parallel Platforms", International Conference on Electronic Engineering and Renewable Energy, pages 120-127, Singapore, 2019.

M. Misic, P. Kovacec, M. Tomasevic, “Improving performance of background subtraction on mobile devices: a parallel approach”, Journal of Real-Time Image Processing, November 2021.

S. Bariko, A. Arsalane, A. Klilou, A. Abounada, "Efficient parallel implementation of Gaussian Mixture Model background subtraction algorithm on an embedded multi-core Digital Signal Processor", Computers and Electrical Engineering, Volume 110, page 10882, 2023.