Background/Foreground Separation for Moving Cameras

C. Gao, B. Moore, R. Nadakuditi, “Augmented robust PCA for foreground-background separation on noisy, moving camera video”, Preprint, September 2017.

B. Moore, C. Gao, R. Nadakuditi , “Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video”, Preprint, December 2017.

B. Moore, "Robust Algorithms for Low-Rank and Sparse Matrix Models", PhD Thesis, University of Michigan, June 2018.

L. Thomaz, E. Jardim, A. da Silva, E. da Silva, S. Netto , H. Krim, "Anomaly Detection in Moving-Camera Video Sequences using Principal Subspace Analysis", IEEE Transactions on Circuits and Systems I: Regular Papers, 2017.

E. Jardim, L. Thomaz, E. da Silva, S. Netto, "Domain-Transformable Sparse Representation for Anomaly Detection in Moving-Camera Videos", IEEE Transactions on Image Processing, Volume 29, pages 1329-1343, 2020.

G. Chau, P. Rodriguez, “Panning and Jitter Invariant Incremental Principal Component Pursuit for Video Background Modeling”, International Workshop on RSL-CV in conjunction with ICCV 2017, October 2017.

K. Gilman, L. Balzano, "Panoramic Video Separation with Online Grassmannian Robust Subspace Estimation", Third Workshop on Robust Subspace Learning for Computer Visio, ICCV 2019, October 2019.