The Classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals
Recently, Human Computer Interface (HCI) has been studied extensively to handle electromechanical rehabilitation aids using different bio-signals. Among various bio-signals, electrooculogram (EOG) signal have been studied in depth due to its significant signal pattern stability. The primary goal of...
| Main Authors: | Farhan Anis, Azhar, Mahfuzah, Mustafa, Norizam, Sulaiman, Rashid, Mamunur, Bari, Bifta Sama, Islam, Md Nahidul, Hasan, Md Jahid, Nur Fahriza, Mohd Ali |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Springer Science and Business Media Deutschland GmbH
2022
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/39841/ http://umpir.ump.edu.my/id/eprint/39841/1/The%20Classification%20of%20Electrooculogram%20%28EOG%29%20Through%20the%20Application.pdf http://umpir.ump.edu.my/id/eprint/39841/2/The%20Classi%EF%AC%81cation%20of%20Electrooculogram%20%28EOG%29%20through%20the%20application%20of%20Linear%20Discriminant%20Analysis%20%28LDA%29%20of%20selected%20time-domain%20signals_ABS.pdf |
Similar Items
The classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals
by: Farhan Anis, Azhar, et al.
Published: (2022)
by: Farhan Anis, Azhar, et al.
Published: (2022)
A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline
by: Islam, Md Nahidul, et al.
Published: (2022)
by: Islam, Md Nahidul, et al.
Published: (2022)
Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review
by: Islam, Md Nahidul, et al.
Published: (2021)
by: Islam, Md Nahidul, et al.
Published: (2021)
A hybrid environment control system combining EMG and SSVEP signal based on brain-computer interface technology
by: Rashid, Mamunur, et al.
Published: (2021)
by: Rashid, Mamunur, et al.
Published: (2021)
Hearing disorder detection using auditory evoked potential (AEP) signals
by: Islam, Md Nahidul, et al.
Published: (2020)
by: Islam, Md Nahidul, et al.
Published: (2020)
Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
by: Rashid, Mamunur, et al.
Published: (2019)
by: Rashid, Mamunur, et al.
Published: (2019)
Wink based facial expression classification using machine learning approach
by: Rashid, Mamunur, et al.
Published: (2020)
by: Rashid, Mamunur, et al.
Published: (2020)
Five-Class SSVEP Response Detection using Common Spatial Pattern (CSP)-SVM Approach
by: Rashid, Mamunur, et al.
Published: (2020)
by: Rashid, Mamunur, et al.
Published: (2020)
Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification
by: Islam, Md Nahidul, et al.
Published: (2020)
by: Islam, Md Nahidul, et al.
Published: (2020)
Investigation of time-domain and frequency-domain based features to classify the EEG auditory evoked potentials (AEPs) responses
by: Islam, Md Nahidul, et al.
Published: (2022)
by: Islam, Md Nahidul, et al.
Published: (2022)
Rice disease identification through leaf image and iot based smart rice fieldmonitoring system
by: Islam, Md Nahidul, et al.
Published: (2022)
by: Islam, Md Nahidul, et al.
Published: (2022)
Rice disease identification through leaf image and IoT based smart rice field monitoring system
by: Islam, Md Nahidul, et al.
Published: (2022)
by: Islam, Md Nahidul, et al.
Published: (2022)
The classification of EEG signal processing using different machine learning techniques for BCI application
by: Rashid, Mamunur, et al.
Published: (2019)
by: Rashid, Mamunur, et al.
Published: (2019)
Electrocorticography based motor imagery movements classification using long short-term memory (LSTM) based on deep learning approach
by: Rashid, Mamunur, et al.
Published: (2020)
by: Rashid, Mamunur, et al.
Published: (2020)
Auditory Evoked Potentials (AEPs) Response Classification: A Fast Fourier Transform (FFT) and Support Vector Machine (SVM) Approach
by: Islam, Md Nahidul, et al.
Published: (2022)
by: Islam, Md Nahidul, et al.
Published: (2022)
Flat Price Prediction using Linear and Random Forest Regression based on Machine Learning Techniques
by: Jui, Julakha Jahan, et al.
Published: (2020)
by: Jui, Julakha Jahan, et al.
Published: (2020)
EOG measurement, conditioning and motion control of wheel chair system
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
by: Sidek, Shahrul Na'im, et al.
Published: (2011)
Investigating the Possibility of Brain Actuated Mobile Robot through Single Channel EEG Headset
by: Rashid, Mamunur, et al.
Published: (2019)
by: Rashid, Mamunur, et al.
Published: (2019)
Analysis of EEG features for brain computer interface application
by: Rashid, Mamunur, et al.
Published: (2019)
by: Rashid, Mamunur, et al.
Published: (2019)
An intelligent system for hearing disorder detection using auditory evoked potential (AEP) signals
by: Islam, Md Nahidul, et al.
Published: (2021)
by: Islam, Md Nahidul, et al.
Published: (2021)
Addressing imbalanced EEG data for improved microsleep detection: An ADASYN, FFT and LDA-based approach
by: Hasan, Md Mahmudul, et al.
Published: (2024)
by: Hasan, Md Mahmudul, et al.
Published: (2024)
Diagnosis of hearing impairment based on wavelet transformation and machine learning approach
by: Islam, Md. Nahidul, et al.
Published: (2022)
by: Islam, Md. Nahidul, et al.
Published: (2022)
Cardiotocogram Data Classification using Random Forest based Machine Learning Algorithm
by: Molla, M. M. Imran, et al.
Published: (2020)
by: Molla, M. M. Imran, et al.
Published: (2020)
Face identification and verification using PCA and LDA
by: Chan, Lih Heng, et al.
Published: (2008)
by: Chan, Lih Heng, et al.
Published: (2008)
Analysis of auditory evoked potential signals using wavelet transform and deep learning techniques
by: Islam, Md Nahidul, et al.
Published: (2020)
by: Islam, Md Nahidul, et al.
Published: (2020)
New hybrid deep learning approach using bigru-bilstm and multilayered dilated cnn to detect arrhythmia
by: Islam, Md Shofiqul, et al.
Published: (2022)
by: Islam, Md Shofiqul, et al.
Published: (2022)
Development of EEG-based system to identify student learning attention ability
by: Norizam, Sulaiman, et al.
Published: (2022)
by: Norizam, Sulaiman, et al.
Published: (2022)
Design a neurofeedback system with incorporated real time EOG artifact removal
by: Ho, Jun Leong
Published: (2022)
by: Ho, Jun Leong
Published: (2022)
The study of time domain features of EMG signals for detecting driver’s drowsiness
by: Faradila, Naim, et al.
Published: (2022)
by: Faradila, Naim, et al.
Published: (2022)
A comprehensive review of crop yield prediction using machine learning approaches with special emphasis on palm oil yield prediction
by: Rashid, Mamunur, et al.
Published: (2021)
by: Rashid, Mamunur, et al.
Published: (2021)
Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classification
by: Islam, Md Shofiqul, et al.
Published: (2022)
by: Islam, Md Shofiqul, et al.
Published: (2022)
Analysis of different level of EOG signal from eye movement for wheelchair control
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2013)
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2013)
EEG mechanism interaction to evaluate vehicle’s driver microsleep
by: Hazim, Yusof, et al.
Published: (2022)
by: Hazim, Yusof, et al.
Published: (2022)
Implementation of fuzzy logic controller for wheelchair motion control based on EOG data
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2014)
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2014)
Simulation analysis of different strength levels of EOG signals
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2012)
by: Mohd Noor, Nurul Muthmainnah, et al.
Published: (2012)
Current status, challenges, and possible solutions of EEG-based brain-computer interface: a comprehensive review
by: Rashid, Mamunur, et al.
Published: (2020)
by: Rashid, Mamunur, et al.
Published: (2020)
A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework
by: Bari, Bifta Sama, et al.
Published: (2021)
by: Bari, Bifta Sama, et al.
Published: (2021)
Investigation of electroencephalogram (EEG) sensor position for brain-controlled home automation
by: Norizam, Sulaiman, et al.
Published: (2022)
by: Norizam, Sulaiman, et al.
Published: (2022)
Ionospheric modeling and precision positioning global navigation satellite system (GNSS)
by: Nurul Fazirah, Ghazali, et al.
Published: (2018)
by: Nurul Fazirah, Ghazali, et al.
Published: (2018)
The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN
by: Rashid, Mamunur, et al.
Published: (2021)
by: Rashid, Mamunur, et al.
Published: (2021)
Similar Items
-
The classification of Electrooculogram (EOG) through the application of Linear Discriminant Analysis (LDA) of selected time-domain signals
by: Farhan Anis, Azhar, et al.
Published: (2022) -
A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline
by: Islam, Md Nahidul, et al.
Published: (2022) -
Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review
by: Islam, Md Nahidul, et al.
Published: (2021) -
A hybrid environment control system combining EMG and SSVEP signal based on brain-computer interface technology
by: Rashid, Mamunur, et al.
Published: (2021) -
Hearing disorder detection using auditory evoked potential (AEP) signals
by: Islam, Md Nahidul, et al.
Published: (2020)