A New Algorithm for Dictionary Learning Based on Convex Approximation

2019 27th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco.2019.8903051 ◽

2019 ◽

Author(s):

Javad Parsa ◽

Mostafa Sadeghi ◽

Massoud Babaie-Zadeh ◽

Christian Jutten

Keyword(s):

Dictionary Learning ◽

Convex Approximation

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Parallel Stochastic Successive Convex Approximation Method for Large-Scale Dictionary Learning

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2018.8461449 ◽

2018 ◽

Author(s):

Alec Koppel ◽

Aryan Mokhtari ◽

Alejandro Ribeiro

Keyword(s):

Approximation Method ◽

Dictionary Learning ◽

Large Scale ◽

Convex Approximation ◽

Successive Convex Approximation

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Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9052901 ◽

2020 ◽

Author(s):

Javad Parsa ◽

Mostafa Sadeghi ◽

Massoud Babaie-Zadeh ◽

Christian Jutten

Keyword(s):

Dictionary Learning ◽

Convex Approximation ◽

Average Coherence

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A Proximal Method for Convolutional Dictionary Learning with Convergence Property

2018 26th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco.2018.8553477 ◽

2018 ◽

Author(s):

Guan-Ju Peng

Keyword(s):

Dictionary Learning ◽

Convergence Property ◽

Proximal Method

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Constructing adaptive correlation filters based on dictionary learning

Management Innovation and Information Technology ◽

10.2495/miit130831 ◽

2014 ◽

Author(s):

Xiaoguang Cui ◽

Yuan Tian ◽

Yiping Yang

Keyword(s):

Dictionary Learning ◽

Correlation Filters

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Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization

10.21437/interspeech.2016-586 ◽

2016 ◽

Author(s):

Kwang Myung Jeon ◽

Hong Kook Kim

Keyword(s):

Speech Enhancement ◽

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Online Dictionary Learning

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An Image Restoration Method with Independently Local Dictionary Learning

Recent Patents on Computer Science ◽

10.2174/2213275910666170502151050 ◽

2018 ◽

Vol 10 (3) ◽

pp. 223-229

Author(s):

Jun Yang

Keyword(s):

Image Restoration ◽

Dictionary Learning ◽

Restoration Method

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Super resolution reconstruction for medical image based on adaptive multi-dictionary learning and structural self-similarity

Computer Assisted Surgery ◽

10.1080/24699322.2018.1560092 ◽

2019 ◽

Vol 24 (sup1) ◽

pp. 81-88 ◽

Author(s):

Fang Zhang ◽

Yue Wu ◽

Zhitao Xiao ◽

Lei Geng ◽

Jun Wu ◽

...

Keyword(s):

Dictionary Learning ◽

Medical Image ◽

Super Resolution ◽

Self Similarity

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Semi-Supervised Dictionary Learning Based on Atom Graph Regularization

2018 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2018.8622021 ◽

2018 ◽

Author(s):

Xiaoqin Zhang ◽

Qianqian Liu ◽

Di Wang ◽

Jie Hu ◽

Nannan Gu ◽

...

Keyword(s):

Dictionary Learning ◽

Graph Regularization ◽

Supervised Dictionary Learning

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Simultaneous‐source deblending using adaptive coherence‐constrained dictionary learning and sparse approximation

Geophysical Prospecting ◽

10.1111/1365-2478.13065 ◽

2020 ◽

Author(s):

E. Isaac Evinemi ◽

Weijian Mao

Keyword(s):

Dictionary Learning ◽

Sparse Approximation ◽

Simultaneous Source

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Underdetermined blind source separation of speech mixtures unifying dictionary learning and sparse representation

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01406-5 ◽

2021 ◽

Author(s):

Yuan Xie ◽

Kan Xie ◽

Shengli Xie

Keyword(s):

Sparse Representation ◽

Blind Source Separation ◽

Dictionary Learning ◽

Source Separation ◽

Underdetermined Blind Source Separation ◽

Speech Mixtures

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