An application of Gaussian processes on ocular artifact removal from EEG

2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2015.7318422 ◽

2015 ◽

Author(s):

Saman Noorzadeh ◽

Bertrand Rivet ◽

Pierre-Yves Gumery

Keyword(s):

Gaussian Processes ◽

Artifact Removal ◽

Ocular Artifact

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Paving the Way for Future EEG Studies in Construction: Dependent Component Analysis for Automatic Ocular Artifact Removal from Brainwave Signals

Journal of Construction Engineering and Management ◽

10.1061/(asce)co.1943-7862.0002097 ◽

2021 ◽

Vol 147 (8) ◽

pp. 04021087

Author(s):

Yizhi Liu ◽

Mahmoud Habibnezhad ◽

Shayan Shayesteh ◽

Houtan Jebelli ◽

SangHyun Lee

Keyword(s):

Component Analysis ◽

Artifact Removal ◽

Dependent Component ◽

Ocular Artifact ◽

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AOAR: an automatic ocular artifact removal approach for multi-channel electroencephalogram data based on non-negative matrix factorization and empirical mode decomposition

Journal of Neural Engineering ◽

10.1088/1741-2552/abede0 ◽

2021 ◽

Vol 18 (5) ◽

pp. 056012

Author(s):

Yue Gu ◽

Xue Li ◽

Shengyong Chen ◽

Xiaoli Li

Keyword(s):

Empirical Mode Decomposition ◽

Matrix Factorization ◽

Artifact Removal ◽

Mode Decomposition ◽

Ocular Artifact ◽

Non Negative Matrix Factorization

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Efficient Learning of Image Super-Resolution and Compression Artifact Removal with Semi-Local Gaussian Processes

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2015.2389797 ◽

2015 ◽

Vol 37 (9) ◽

pp. 1792-1805 ◽

Author(s):

Younghee Kwon ◽

Kwang In Kim ◽

James Tompkin ◽

Jin Hyung Kim ◽

Christian Theobalt

Keyword(s):

Gaussian Processes ◽

Super Resolution ◽

Artifact Removal ◽

Image Super Resolution ◽

Efficient Learning

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Effects of ocular artifact removal through ICA decomposition on EEG phase

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2013.6696198 ◽

2013 ◽

Author(s):

Rodrigo Montefusco-Siegmund ◽

Pedro E. Maldonado ◽

Christ Devia

Keyword(s):

Artifact Removal ◽

Ocular Artifact

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Modified ocular artifact removal technique from EEG by adaptive filtering

2007 6th International Conference on Information, Communications & Signal Processing ◽

10.1109/icics.2007.4449881 ◽

2007 ◽

Author(s):

P. T. Kavitha ◽

C. T. Lau ◽

A. B. Premkumar

Keyword(s):

Adaptive Filtering ◽

Artifact Removal ◽

Ocular Artifact ◽

Removal Technique

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Study on Performance Metrics for Consideration of Efficiency of the Ocular Artifact Removal Algorithms for EEG Signals

Indian Journal of Science and Technology ◽

10.17485/ijst/2015/v8i30/76018 ◽

2015 ◽

Vol 8 (1) ◽

pp. 1-6

Author(s):

Samaneh Valipour

Keyword(s):

Performance Metrics ◽

Eeg Signals ◽

Artifact Removal ◽

Ocular Artifact

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Quantitative evaluation of ocular artifact removal methods based on real and estimated EOG signals

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4650346 ◽

2008 ◽

Author(s):

Borna Noureddin ◽

Peter D. Lawrence ◽

Gary E. Birch

Keyword(s):

Quantitative Evaluation ◽

Artifact Removal ◽

Ocular Artifact

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The fixation-related lambda response: Effects of saccade magnitude, spatial frequency, and ocular artifact removal

International Journal of Psychophysiology ◽

10.1016/j.ijpsycho.2018.09.004 ◽

2018 ◽

Vol 134 ◽

pp. 1-8 ◽

Author(s):

Anthony J. Ries ◽

David Slayback ◽

Jon Touryan

Keyword(s):

Spatial Frequency ◽

Artifact Removal ◽

Ocular Artifact ◽

Lambda Response

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Ocular artifact removal from EEG using ANFIS

2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) ◽

10.1109/fuzz-ieee.2014.6891750 ◽

2014 ◽

Author(s):

Wei Chen ◽

Ze Wang ◽

Ka Fai Lao ◽

Feng Wan

Keyword(s):

Artifact Removal ◽

Ocular Artifact

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Improving Capabilities of the Adaptive Recursive Least-Squares Filter in the Ocular Artifact Removal from EEG Signal

Indian Journal of Science and Technology ◽

10.17485/ijst/2016/v9i13/85908 ◽

2016 ◽

Vol 9 (13) ◽

Author(s):

Samaneh Valipour ◽

M. Ziaratban ◽

A. D. Shaligram

Keyword(s):

Least Squares ◽

Recursive Least Squares ◽

Artifact Removal ◽

Ocular Artifact ◽

Recursive Least Squares Filter

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