Discriminative ocular artifact correction for feature learning in EEG analysis

QR Code

Discriminative ocular artifact correction for feature learning in EEG analysis

© 2016 IEEE. Electrooculogram (EOG) artifact contamination is a common critical issue in general electroencephalogram (EEG) studies as well as in brain-computer interface (BCI) research. It is especially challenging when dedicated EOG channels are unavailable or when there are very few EEG channels...

Full description

Bibliographic Details
Main Authors:	Li, X., Guan, Cuntai, Zhang, H., Ang, K.
Format:	Journal Article
Published:	IEEE 2017
Online Access:	http://hdl.handle.net/20.500.11937/72511

Similar Items

Artifact processing of Epileptic EEG Signals: an overview of different types artifacts
by: Hamal, Abdul Qayoom, et al.
Published: (2013)

Classifying eye and head movement artifacts in EEG signls
by: Chadwick, Neisha, et al.
Published: (2011)

To study the characteristics of electroencephalogram (EEG) and its associated artifacts
by: Hamzah, Norani, et al.
Published: (2006)

Artifacts classification in EEG signals based on temporal average statistics
by: Abdul, Qayoom, et al.
Published: (2015)

Classification of multichannel EEG signal by linear discriminant analysis
by: Hasan, Mohammad Rubaiyat, et al.
Published: (2015)

Classification of multichannel EEG signal by linear discriminant analysis
by: Hasan, Mohammad Rubaiyat, et al.
Published: (2015)

Finite state machine and eog artifacts in eeg signals for wheelchair navigation / Roziana Ramli
by: Roziana, Ramli
Published: (2014)

Relative wavelet energy as a tool to select suitable wavelet for artifact removal in EEG
by: Mohd. Daud, Salwani, et al.
Published: (2005)

Going back to basics in design: From the IT artifact to the IS artifact
by: Lee, A., et al.
Published: (2013)

Analysis of EEG Features to Control Multiple Devices
by: Rashid, Mamunur, et al.
Published: (2018)

Automatic artifact removal in EEG of normal and demented individuals using ICA-WT during working memory tasks
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2017)

Analysis of EEG features for brain computer interface application
by: Rashid, Mamunur, et al.
Published: (2019)

ERNN: A biologically inspired feedforward neural network to discriminate emotion from EEG signal
by: Khosrowabadi, Reza, et al.
Published: (2014)

EEG-fMRI: novel methods for gradient artefact correction
by: Spencer, G. S.
Published: (2015)

Comparison of the effectiveness of AICA-WT technique in discriminating vascular dementia EEGs
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2018)

Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis
by: Al-Qazzaz, Noor Kamal, et al.
Published: (2018)

Feature Scaling For EEG Human Concentration Using Particle Swarm Optimization
by: K. G., Li, et al.
Published: (2017)

Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram
by: Khosrowabadi, Reza, et al.
Published: (2011)

Durian recognition based on multiple features and linear discriminant analysis
by: Mustaffa, Mas Rina, et al.
Published: (2018)

Going back to basics in design science: from the information technology artifact to the information systems artifact
by: Lee, A., et al.
Published: (2015)

Deep learning for EEG data analysis
by: Cheah, Kit Hwa
Published: (2018)

Kernel discriminant analysis for color face recognition
by: Zhang, X., et al.
Published: (2012)

Reduction of motion artifact in portable pulse oximetry
by: Malek, H., et al.
Published: (2011)

Reduction of motion artifact in portable pulse oximentry
by: Malek, H., et al.
Published: (2011)

An extension to artifact-free projection overlaps
by: Lin, Jianyu
Published: (2015)

Proglycogen and macroglycogen: artifacts of glycogen extraction?
by: James, Tony, et al.
Published: (2008)

Augmented reality for museum artifacts visualization
by: Chai,, Lina Hsiao Ping
Published: (2008)

Dynamic analysis of critical features in EEG for motor imitation among Autistic children
by: Razali, Najwani, et al.
Published: (2011)

Comparative analysis of digital artifact persistence between file format
by: Saari, Anati Dalila, et al.
Published: (2017)

Removal of Electrooculogram Artifacts from Electroencephalogram Using Canonical Correlation Analysis with Ensemble Empirical Mode Decomposition
by: Yang, B., et al.
Published: (2017)

Integrating deep learning and machine learning for ceramic artifact classification and market value prediction
by: Hu, Yanfeng, et al.
Published: (2025)

Development of a phantom and metal artifact correction (MAC) algorithm for post-operative spine computed tomography (CT) imaging / Noor Diyana Osman
by: Osman, Noor Diyana
Published: (2015)

Development of a phantom and metal artifact correction (MAC) algorithm for post-operative spine computed tomography (CT) imaging / Noor Diyana Osman
by: Osman, Noor Diyana
Published: (2014)

Feature selection for content-based image retrieval using statistical discriminant analysis
by: Tee, Cheng Siew
Published: (2008)

Perceiving stress on affective state based on features from EEG
by: Muhd Adnan, Hafizuddin, et al.
Published: (2017)

Online signature verification based on dynamic feature discriminators
by: Omar, Nazaruddin
Published: (2009)

Detecting Different Tasks Using EEG-Source-Temporal Features
by: Shams, Wafa Khazal, et al.
Published: (2012)

Novel Methods for Stress Features Identification using EEG Signals
by: Norizam, Sulaiman, et al.
Published: (2011)

Gem and rock artifacts at Pulau Kelumpang, Perak
by: Tan , Teong Hing, et al.
Published: (1990)

Producing artifact-free projection overlaps with baffles
by: Lin, Jianyu
Published: (2013)