Fast iterative image reconstruction using sparse matrix factorization with GPU acceleration

Mapping Intimacies ◽

10.1117/12.878799 ◽

2011 ◽

Author(s):

Jian Zhou ◽

Jinyi Qi

Keyword(s):

Image Reconstruction ◽

Matrix Factorization ◽

Sparse Matrix ◽

Gpu Acceleration ◽

Iterative Image Reconstruction ◽

Sparse Matrix Factorization

Download Full-text

Effective Minimally-Invasive GPU Acceleration of Distributed Sparse Matrix Factorization

Euro-Par 2016: Parallel Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-43659-3_49 ◽

2016 ◽

pp. 672-683 ◽

Author(s):

Anshul Gupta ◽

Natalia Gimelshein ◽

Seid Koric ◽

Steven Rennich

Keyword(s):

Minimally Invasive ◽

Matrix Factorization ◽

Sparse Matrix ◽

Gpu Acceleration ◽

Sparse Matrix Factorization

Download Full-text

Simultaneous PET Image Reconstruction and Feature Extraction Method using Non-negative, Smooth, and Sparse Matrix Factorization

2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) ◽

10.23919/apsipa.2018.8659467 ◽

2018 ◽

Author(s):

Kazuya Kawai ◽

Hidekata Hontani ◽

Tatsuya Yokota ◽

Muneyuki Sakata ◽

Yuichi Kimura

Keyword(s):

Feature Extraction ◽

Image Reconstruction ◽

Matrix Factorization ◽

Extraction Method ◽

Sparse Matrix ◽

Feature Extraction Method ◽

Pet Image Reconstruction ◽

Sparse Matrix Factorization

Download Full-text

Fast Sparse Matrix Factorization on Modern Workstations

10.21236/ada326885 ◽

1989 ◽

Author(s):

Edward Rothberg ◽

Anoop Gupta

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

Download Full-text

BALS: Blocked Alternating Least Squares for Parallel Sparse Matrix Factorization

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2021.3064942 ◽

2021 ◽

pp. 1-1

Author(s):

Jing Chen ◽

Jianbin Fang ◽

Weifeng Liu ◽

Canqun Yang

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Sparse Matrix ◽

Alternating Least Squares ◽

Sparse Matrix Factorization

Download Full-text

Fast and efficient fully 3D PET image reconstruction using sparse system matrix factorization with GPU acceleration

Physics in Medicine and Biology ◽

10.1088/0031-9155/56/20/015 ◽

2011 ◽

Vol 56 (20) ◽

pp. 6739-6757 ◽

Author(s):

Jian Zhou ◽

Jinyi Qi

Keyword(s):

Image Reconstruction ◽

Matrix Factorization ◽

Gpu Acceleration ◽

System Matrix ◽

Sparse System ◽

Pet Image Reconstruction ◽

Download Full-text

Document Clustering Based on Nonnegative Sparse Matrix Factorization

Lecture Notes in Computer Science - Advances in Natural Computation ◽

10.1007/11539117_80 ◽

2005 ◽

pp. 557-563 ◽

Author(s):

C. F. Yang ◽

Mao Ye ◽

Jing Zhao

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Document Clustering ◽

Sparse Matrix Factorization

Download Full-text

Sparse Matrix Factorization on SIMD Parallel Computers

Graph Theory and Sparse Matrix Computation - The IMA Volumes in Mathematics and its Applications ◽

10.1007/978-1-4613-8369-7_10 ◽

1993 ◽

pp. 211-228 ◽

Author(s):

Steven G. Kratzer ◽

Andrew J. Cleary

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Parallel Computers ◽

Sparse Matrix Factorization

Download Full-text

Chinese handwritten writer classification based on affine sparse matrix factorization

Information Technology ◽

10.1201/b18776-34 ◽

2015 ◽

pp. 181-188

Keyword(s):

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

Download Full-text

Sparse Matrix Factorization: Dictionary Learning and Beyond

SPARSE MODELING ◽

10.1201/b17758-12 ◽

2018 ◽

pp. 179-195

Author(s):

MISSING-VALUE MISSING-VALUE

Keyword(s):

Dictionary Learning ◽

Matrix Factorization ◽

Sparse Matrix ◽

Sparse Matrix Factorization

Download Full-text

Low-rank and sparse matrix factorization with prior relations for recommender systems

Applied Intelligence ◽

10.1007/s10489-020-02023-5 ◽

2020 ◽

Author(s):

Jie Wang ◽

Li Zhu ◽

Tao Dai ◽

Qiannan Xu ◽

Tianyu Gao

Keyword(s):

Recommender Systems ◽

Matrix Factorization ◽

Sparse Matrix ◽

Low Rank ◽

Sparse Matrix Factorization

Download Full-text