News

Books (2)

Z. Lin, H. Zhang, “Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications”, ELSEVIER, June 2017. (more information) [Purchase]

T. Bouwmans, N. Aybat, E. Zahzah, Handbook on "Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing",  CRC Press, Taylor and Francis Group, May 2016. (More information) [Purchase]

Journals (2)

T. Bouwmans, N. Vaswani, P. Rodriguez, R. Vidal, Z. Lin, Special Issue on “Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications”, IEEE Journal of Selected Topics in Signal Processing, December 2018. (More information) 

N. Vaswani, Y. Chi, T. Bouwmans, Special Issue on “Rethinking PCA for Modern Datasets: Theory, Algorithms, and Applications”, Proceedings of the IEEE, to apper in 2018. (More information)

Workshops (5)

T. Bouwmans, S. Jung, P. Markopoulos, P. Rodriguez, R. Vidal, E. Zahzah, Fourth Workshop on "Robust Subspace Learning and Computer Vision", RSL-CV 2021 in conjunction with ICCV 2021, Montreal, Canada, October 2021. (More information)

T. Bouwmans, S. Jung, P. Rodriguez, N. Vaswani, R. Vidal, E. Zahzah, Third Workshop on "Robust Subspace Learning and Computer Vision", RSL-CV 2019 in conjunction with ICCV 2019, Seoul, South Korea, October 2019. (More information)

N. Vaswani, Special Session on "Online Algorithms for Static and Dynamic Robust PCA and Compressive Sensing", IEEE Statistical Signal Processing Workshop, Freiburg, Germany, June 2018. (More information)

T. Bouwmans, S. Jung, P. Rodriguez, N. Vaswani, R. Vidal, E. Zahzah, Second Workshop on  "Robust Subspace Learning and Computer Vision", RSL-CV 2017 in conjunction with ICCV 2017, October 2017. (More information)

T. Bouwmans, P. Rodriguez, N. Vaswani, B. Wohlberg, J. Wright, First Workshop on "Robust Subspace Learning and Computer Vision", RSL-CV 2015 in conjunction with ICCV 2015, Santiago, Chile, December 2015. (More information)