Switched-randomized robust PCA for foreground and background separation in video surveillance. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (SAM, 2016)

Anomaly detection in IP networks based on randomized subspace methods. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (ICASSP, 2017)

Low-rank and sparse matrix recovery based on a randomized rank-revealing decomposition. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (DSP, 2017)

Study of Anomaly Detection Based on Randomized Subspace Methods in IP Networks. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (CoRR, 2017)

Subspace-Orbit Randomized - Based Decomposition for Low-Rank Matrix Approximations. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (EUSIPCO, 2018)

Subspace-Orbit Randomized Decomposition for Low-rank Matrix Approximation. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (CoRR, 2018)

Compressed Randomized UTV Decompositions for Low-Rank Approximations and Big Data Applications. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (CoRR, 2018)

Randomized Rank-Revealing UZV Decomposition for Low-Rank Approximation of Matrices. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (CoRR, 2018)

Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (IEEE J. Sel. Top. Signal Process., 2018)

Subspace-Orbit Randomized Decomposition for Low-Rank Matrix Approximations. - Maboud Farzaneh Kaloorazi; Rodrigo C. de Lamare (IEEE Trans. Signal Process., 2018)

Low-rank Matrix Approximation Based on Intermingled Randomized Decomposition. - Maboud F. Kaloorazi; Jie Chen 022 (ICASSP, 2019)

Compressed Randomized Utv Decompositions for Low-rank Matrix Approximations in Data Science. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (ICASSP, 2019)

Study of Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations in Data Science. - Maboud F. Kaloorazi; Rodrigo C. de Lamare (CoRR, 2019)

Randomized Truncated Pivoted QLP Factorization for Low-Rank Matrix Recovery. - Maboud Farzaneh Kaloorazi; Jie Chen 022 (IEEE Signal Process. Lett., 2019)

Online Dominant Generalized Eigenvectors Extraction Via A Randomized Method. - Haoyuan Cai; Maboud F. Kaloorazi; Jie Chen 022; Wei Chen 016; Cédric Richard (EUSIPCO, 2020)

Low-Rank Approximation of Matrices Via A Rank-Revealing Factorization with Randomization. - Maboud Farzaneh Kaloorazi; Jie Chen 022 (ICASSP, 2020)

Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information. - Longbin Yan; Xiuheng Wang; Min Zhao; Maboud F. Kaloorazi; Jie Chen 022; Susanto Rahardja (IEEE Trans. Computational Imaging, 2020)

Efficient Low-Rank Approximation of Matrices Based on Randomized Pivoted Decomposition. - Maboud F. Kaloorazi; Jie Chen 022 (IEEE Trans. Signal Process., 2020)

An Efficient Randomized Low-Rank Matrix Factorization with Application to Robust PCA. - Maboud F. Kaloorazi; Jie Chen 022; Fei Li; Dan Wu (ICSPCC, 2021)

A QLP Decomposition via Randomization. - Maboud F. Kaloorazi; Jie Chen 022; Rodrigo C. de Lamare (CoRR, 2021)

Online Construction of Variable Span Linear Filters Using a Fixed-Point Approach. - Haoyuan Cai; Yingke Zhao; Jie Chen 022; Wei Chen 016; Maboud F. Kaloorazi (IEEE Signal Process. Lett., 2021)

Online Generalized Eigenvectors Extraction Via a Fixed-Point Approach. - Haoyuan Cai; Maboud Farzaneh Kaloorazi; Jie Chen 022 (IEEE Trans. Signal Process., 2021)

Projection-Based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices. - Maboud F. Kaloorazi; Jie Chen 022 (IEEE Trans. Signal Process., 2021)

Randomized Rank-Revealing QLP for Low-Rank Matrix Decomposition. - Maboud F. Kaloorazi; Kai Liu; Jie Chen 022; Rodrigo C. de Lamare; Susanto Rahardja (IEEE Access, 2023)

Online Dominant Generalized Eigenvectors Extraction via a Randomized Algorithm. - Haoyuan Cai; Maboud F. Kaloorazi; Jie Chen 022; Wei Chen 016; Cédric Richard (IEEE Trans. Veh. Technol., 2023)

An efficient randomized QLP algorithm for approximating the singular value decomposition. - Maboud F. Kaloorazi; Kai Liu; Jie Chen 022; Rodrigo C. de Lamare (Inf. Sci., 2023)

Low-Rank Matrix and Tensor Decomposition Using Randomized Two-Sided Subspace Iteration With Application to Video Reconstruction. - Maboud F. Kaloorazi; Salman Ahmadi-Asl; Susanto Rahardja (ICIP, 2024)

Fast Low-Rank Approximation of Matrices via Randomization with Application to Tensor Completion. - Maboud F. Kaloorazi; Salman Ahmadi-Asl; J. Chen; Susanto Rahardja (ICSPCC, 2024)

Randomized two-sided subspace iteration for low-rank matrix and tensor decomposition. - Maboud F. Kaloorazi; Salman Ahmadi-Asl; Susanto Rahardja (Digit. Signal Process., 2024)