Motion-Aware Structured Matrix Factorization for Foreground Detection in Complex Scenes

ACM Transactions on Multimedia Computing Communications and Applications ◽

10.1145/3407188 ◽

2020 ◽

Vol 16 (4) ◽

pp. 1-23

Author(s):

Lin Zhu ◽

Xiurong Jiang ◽

Jianing Li ◽

Yuanhong Hao ◽

Yonghong Tian

Keyword(s):

Matrix Factorization ◽

Foreground Detection ◽

Structured Matrix ◽

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Stochastic Ml Simplex-structured Matrix Factorization under the Dirichlet Mixture Model

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682508 ◽

2019 ◽

Author(s):

Ruiyuan Wu ◽

Qiang Li ◽

Wing-Kin Ma

Keyword(s):

Mixture Model ◽

Matrix Factorization ◽

Structured Matrix ◽

Dirichlet Mixture

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Generic Uniqueness of a Structured Matrix Factorization and Applications in Blind Source Separation

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2016.2526971 ◽

2016 ◽

Vol 10 (4) ◽

pp. 701-711 ◽

Author(s):

Ignat Domanov ◽

Lieven De Lathauwer

Keyword(s):

Blind Source Separation ◽

Matrix Factorization ◽

Source Separation ◽

Structured Matrix ◽

Generic Uniqueness

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Analysis of Multiview Legislative Networks with Structured Matrix Factorization: Does Twitter Influence Translate to the Real World?

SSRN Electronic Journal ◽

10.2139/ssrn.2529074 ◽

2014 ◽

Author(s):

Shawn Mankad ◽

George Michailidis

Keyword(s):

Matrix Factorization ◽

The Real ◽

Structured Matrix

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Hybrid Inexact BCD for Coupled Structured Matrix Factorization in Hyperspectral Super-Resolution

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2020.2975910 ◽

2020 ◽

Vol 68 ◽

pp. 1728-1743

Author(s):

Ruiyuan Wu ◽

Hoi-To Wai ◽

Wing-Kin Ma

Keyword(s):

Matrix Factorization ◽

Super Resolution ◽

Structured Matrix

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Is There Any Recovery Guarantee with Coupled Structured Matrix Factorization for Hyperspectral Super-Resolution?

2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) ◽

10.1109/camsap45676.2019.9022516 ◽

2019 ◽

Author(s):

Huikang Liu ◽

Ruiyuan Wu ◽

Wing-Kin Ma

Keyword(s):

Matrix Factorization ◽

Super Resolution ◽

Structured Matrix

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Robustness Analysis of Structured Matrix Factorization via Self-Dictionary Mixed-Norm Optimization

IEEE Signal Processing Letters ◽

10.1109/lsp.2015.2498523 ◽

2016 ◽

Vol 23 (1) ◽

pp. 60-64 ◽

Author(s):

Xiao Fu ◽

Wing-Kin Ma

Keyword(s):

Matrix Factorization ◽

Robustness Analysis ◽

Structured Matrix

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On the identifiability and stable recovery of deep/multi-layer structured matrix factorization

2016 IEEE Information Theory Workshop (ITW) ◽

10.1109/itw.2016.7606847 ◽

2016 ◽

Author(s):

Francois Malgouyres ◽

Joseph Landsberg

Keyword(s):

Matrix Factorization ◽

Structured Matrix

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Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization

2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) ◽

10.1109/asonam49781.2020.9381477 ◽

2020 ◽

Author(s):

Chaoqi Yang ◽

Jinyang Li ◽

Ruijie Wang ◽

Shuochao Yao ◽

Huajie Shao ◽

...

Keyword(s):

Matrix Factorization ◽

Structured Matrix

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Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization

SIAM Journal on Imaging Sciences ◽

10.1137/17m114145x ◽

2018 ◽

Vol 11 (2) ◽

pp. 1651-1679 ◽

Author(s):

Chia-Hsiang Lin ◽

Ruiyuan Wu ◽

Wing-Kin Ma ◽

Chong-Yung Chi ◽

Yue Wang

Keyword(s):

Convex Optimization ◽

Matrix Factorization ◽

Maximum Volume ◽

Structured Matrix

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Power Spectra Separation via Structured Matrix Factorization

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2016.2560142 ◽

2016 ◽

Vol 64 (17) ◽

pp. 4592-4605 ◽

Author(s):

Xiao Fu ◽

Nicholas D. Sidiropoulos ◽

Wing-Kin Ma

Keyword(s):

Matrix Factorization ◽

Power Spectra ◽

Structured Matrix

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