Maryam Abdolali

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Statistical Shape Model

Subspace Clustering

Top Venues

IEEE Signal Process. Lett.

J. Vis. Commun. Image Represent.

Publications

Maryam Abdolali, Giovanni Barbarino, Nicolas Gillis
Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization. CoRR (2024)
Maryam Abdolali, Nicolas Gillis
Subspace Clustering Using Unsupervised Data Augmentation. ICASSP (2022)
Maryam Abdolali, Nicolas Gillis
Revisiting data augmentation for subspace clustering. CoRR (2022)
Maryam Abdolali, Nicolas Gillis
Revisiting data augmentation for subspace clustering. Knowl. Based Syst. 258 (2022)
Maryam Abdolali, Nicolas Gillis
Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability and Provably Correct Algorithms. SIAM J. Math. Data Sci. 3 (2) (2021)
Maryam Abdolali, Nicolas Gillis
Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms. CoRR (2021)
Maryam Abdolali, Nicolas Gillis
Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms. Comput. Sci. Rev. 42 (2021)
Maryam Abdolali, Mohammad Rahmati
Neither global nor local: A hierarchical robust subspace clustering for image data. Inf. Sci. 514 (2020)
Maryam Abdolali, Nicolas Gillis
Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms. CoRR (2020)
Maryam Abdolali, Mohammad Rahmati
From Local to Global Subspace Clustering for Image Data. ICASSP (2019)
Maryam Abdolali, Mohammad Rahmati
Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data. CoRR (2019)
Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati
Scalable and robust sparse subspace clustering using randomized clustering and multilayer graphs. Signal Process. 163 (2019)
Maryam Abdolali, Mohammad Rahmati
Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion. J. Vis. Commun. Image Represent. 61 (2019)
Maryam Abdolali, Nicolas Gillis, Mohammad Rahmati
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs. CoRR (2018)
Fatemeh Abdolali, Reza Aghaeizadeh Zoroofi, Maryam Abdolali, Futoshi Yokota, Yoshito Otake, Yoshinobu Sato
Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching. Int. J. Comput. Assist. Radiol. Surg. 12 (4) (2017)
Maryam Abdolali, Mohammad Rahmati
Multiscale Decomposition in Low-Rank Approximation. IEEE Signal Process. Lett. 24 (7) (2017)