Thresholded smoothed-ℓ0(SL0) dictionary learning for sparse representations

2009 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2009.4959961 ◽

2009 ◽

Cited By ~ 2

Author(s):

Hadi Zayyani ◽

Massoud Babaie-Zadeh

Keyword(s):

Dictionary Learning ◽

Sparse Representations

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Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations

2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP) ◽

10.1109/mmsp.2018.8547104 ◽

2018 ◽

Cited By ~ 4

Author(s):

Ali Akbari ◽

Maria Trocan

Keyword(s):

Dictionary Learning ◽

Image Coding ◽

Sparse Representations

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Iris classification based on sparse representations using on-line dictionary learning for large-scale de-duplication applications

SpringerPlus ◽

10.1186/s40064-015-0971-1 ◽

2015 ◽

Vol 4 (1) ◽

Cited By ~ 7

Author(s):

Pattabhi Ramaiah Nalla ◽

Krishna Mohan Chalavadi

Keyword(s):

Dictionary Learning ◽

Large Scale ◽

Sparse Representations ◽

On Line

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BSIK-SVD: A dictionary-learning algorithm for block-sparse representations

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854257 ◽

2014 ◽

Cited By ~ 1

Author(s):

Yongqin Zhang ◽

Jiaying Liu ◽

Mading Li ◽

Zongming Guo

Keyword(s):

Dictionary Learning ◽

Learning Algorithm ◽

Sparse Representations

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A Sequential Block-Structured Dictionary Learning Algorithm for Block Sparse Representations

IEEE Transactions on Computational Imaging ◽

10.1109/tci.2018.2884809 ◽

2019 ◽

Vol 5 (2) ◽

pp. 228-239 ◽

Cited By ~ 2

Author(s):

Abd-Krim Seghouane ◽

Asif Iqbal ◽

Karim Abed-Meraim

Keyword(s):

Dictionary Learning ◽

Learning Algorithm ◽

Sparse Representations ◽

Structured Dictionary ◽

Block Structured

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Robust Structured Dictionary Learning For Block Sparse Representations Using α-Divergence

2020 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip40778.2020.9190984 ◽

2020 ◽

Author(s):

Abd-Krim Seghouane

Keyword(s):

Dictionary Learning ◽

Sparse Representations ◽

Structured Dictionary

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Dictionary learning based on sparse representations for resting-state functional MRI data analysis

2017 International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom) ◽

10.1109/sigtelcom.2017.7849786 ◽

2017 ◽

Cited By ~ 1

Author(s):

Hien M. Nguyen

Keyword(s):

Data Analysis ◽

Functional Mri ◽

Dictionary Learning ◽

Resting State ◽

Sparse Representations

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Automatic stellar spectral classification via sparse representations and dictionary learning

Experimental Astronomy ◽

10.1007/s10686-014-9413-2 ◽

2014 ◽

Vol 38 (1-2) ◽

pp. 193-211 ◽

Cited By ~ 11

Author(s):

R. Díaz-Hernández ◽

H. Peregrina-Barreto ◽

L. Altamirano-Robles ◽

J. A. González-Bernal ◽

A. E. Ortiz-Esquivel

Keyword(s):

Dictionary Learning ◽

Sparse Representations ◽

Spectral Classification

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Transformation-invariant dictionary learning for classification with 1-Sparse representations

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6854264 ◽

2014 ◽

Author(s):

Ahmet Caner Yuzuguler ◽

Elif Vural ◽

Pascal Frossard

Keyword(s):

Dictionary Learning ◽

Sparse Representations

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Semi-blind source separation via sparse representations and online dictionary learning

2013 Asilomar Conference on Signals, Systems and Computers ◽

10.1109/acssc.2013.6810587 ◽

2013 ◽

Cited By ~ 3

Author(s):

Sirisha Rambhatla ◽

Jarvis Haupt

Keyword(s):

Blind Source Separation ◽

Dictionary Learning ◽

Source Separation ◽

Sparse Representations ◽

Online Dictionary Learning

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Image Fusion using Joint Sparse Representations and Coupled Dictionary Learning

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

10.1109/icassp40776.2020.9054097 ◽

2020 ◽

Author(s):

Farshad G. Veshki ◽

Nora Ouzir ◽

Sergiy A. Vorobyov

Keyword(s):

Image Fusion ◽

Dictionary Learning ◽

Sparse Representations ◽

Coupled Dictionary Learning

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