Superpixel

J. Lim, B. Han, "Generalized background subtraction using superpixels with label integrated motion estimation", European Conference on Computer Vision, ECCV 2014, pages 173-187, 2014.

D. Giordano, F. Murabito, S. Palazzo, C. Spampinato,"Superpixel based video object segmentation using perceptual organization and location prior", International Conference on Computer Vision and Pattern Recognition, CVPR 2015", pages 4814-4822, 2015.

S. Javed, S. Oh, A. Sobral, T. Bouwmans, S. Jung, "Background Subtraction via Superpixel-based Online Matrix Decomposition with Structured Foreground Constraints", Workshop on Robust Subspace Learning and Computer Vision, ICCV 2015, Santiago, Chile, December 2015.

S. Javed, A. Mahmood, T. Bouwmans, S. Jung, "Superpixels based Manifold Structured Sparse RPCA for Moving Object Detection", International Workshop on Activity Monitoring by Multiple Distributed Sensing, BMVC 2017, London, UK, September 2017.

S. Erfanian Ebadi, E. Izquierdo, "Foreground Segmentation via Dynamic Tree-Structured Sparse RPCA", European Conference on Computer Vision, ECCV 2016, 2016.

S. Erfanian Ebadi, E. Izquierdo, "Foreground Detection with Dynamic Tree-Structured Sparse RPCA", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017.

M. Chen, Q. Yang, Q. Li, G. Wang, M. Yang, “Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017.

C. Zhao, T. Zhang, Q. Huang, X. Zhang, D. Yang, Y. Qu, S. Huang, "Background Subtraction based on Superpixels under Multi-scale in Complex Scenes", Chinese Conference on Pattern Recognition CCPR 2016, pages,392-403, 2016.

W. Fang, T. Zhang, C. Zhao, D. Soomro, R. Taj, H. Hu, "Background Subtraction based on Random Superpixels under Multiple Scales for Video Analytics", IEEE Access, June 2018.

Y. Chen, Z. Sun, K. Lam, "An Effective Sub-Superpixel-Based Approach for Background Subtraction", IEEE Transactions on Industrial Electronics, 2019.

L. Gao, Y. Huang, A. Maier, "Superpixel-Based Background Recovery from Multiple Images", Preprint, 2019.

R. Kalsotra, S. Arora, “Superpixels-Guided Background Modeling Approach for Foreground Detection”, Recent Innovations in Computing, pages 305-315, March 2022.

J. Feng, P. Liu, Y. Kim, Foreground Detection Based on Superpixel and Semantic Segmentation Hindawi Computational Intelligence and Neuroscience, September 2022.