A. Phinyomark

发表

Mean and Median Frequency of EMG Signal to Determine Muscle Force based on Time- dependent Power Spectrum

Sirinee Thongpanja, A. Phinyomark, P. Phukpattaranont, 2013 .

Application of Linear Discriminant Analysis in Dimensionality Reduction for Hand Motion Classification

Hai Hu, A. Phinyomark, P. Phukpattaranont, 2012 .

APPLICATIONS OF VARIANCE FRACTAL DIMENSION: A SURVEY

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2014 .

Application of Mean and Median Frequency Methods for Identification of Human Joint Angles Using EMG Signal

Sirinee Thongpanja, A. Phinyomark, P. Phukpattaranont, 2015 .

Evaluation of EMG feature extraction for hand movement recognition based on Euclidean distance and standard deviation

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2010, ECTI-CON2010: The 2010 ECTI International Confernce on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

Improving Class Separability of Frequency-domain Features for EMG Pattern Recognition

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2013 .

ELECTROMYOGRAPHY (EMG) SIGNAL CLASSIFICATION BASED ON DETRENDED FLUCTUATION ANALYSIS

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2011 .

Evaluation of EMG Feature Extraction for Movement Control of Upper Limb Prostheses Based on Class Separation Index

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2011 .

Application of Wavelet Analysis in EMG Feature Extraction for Pattern Classification

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2011 .

Optimal Wavelet Functions in Wavelet Denoising for Multifunction Myoelectric Control

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2009, ECTI Transactions on Electrical Engineering, Electronics, and Communications.

Texture Analysis of Breast Cancer Cells in Microscopic Images Using Critical Exponent Analysis Method

A. Phinyomark, P. Phukpattaranont, S. Jitaree, 2012 .

Do intermediate- and higher-order principal components contain useful information to detect subtle changes in lower extremity biomechanics during running?

Angkoon Phinyomark, Reed Ferber, Blayne A. Hettinga, 2015, Human movement science.

The effects of the force of contraction and elbow joint angle on mean and median frequency analysis for muscle fatigue evaluation

Huosheng Hu, Pornchai Phukpattaranont, Chusak Limsakul, 2015 .

A Feasibility Study of Fatigue and Muscle Contraction Indices Based on EMG Time-dependent Spectral Analysis

Chusak Limsakul, Angkoon Phinyomark, P. Phukpattaranont, 2012 .

Time-Dependent EMG Power Spectrum Parameters of Biceps Brachii during Cyclic Dynamic Contraction

Sirinee Thongpanja, A. Phinyomark, P. Phukpattaranont, 2011 .

Effects of window size and contraction types on the stationarity of biceps brachii muscle EMG signals

Pornchai Phukpattaranont, Booncharoen Wongkittisuksa, Chusak Limsakul, 2013 .

EMG AMPLITUDE ESTIMATORS BASED ON PROBABILITY DISTRIBUTION FOR MUSCLE–COMPUTER INTERFACE

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2013 .

Optimal EMG amplitude detectors for muscle-computer interface

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2013, 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

An optimal wavelet function based on wavelet denoising for multifunction myoelectric control

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2009, 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

WAVELET-BASED DENOISING ALGORITHM FOR ROBUST EMG PATTERN RECOGNITION

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2011 .

Runners with patellofemoral pain demonstrate sub-groups of pelvic acceleration profiles using hierarchical cluster analysis: an exploratory cross-sectional study

Angkoon Phinyomark, Reed Ferber, Ricky Watari, 2018, BMC Musculoskeletal Disorders.

A Review of Control Methods for Electric Power Wheelchairs Based on Electromyography Signals with Special Emphasis on Pattern Recognition

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2011 .

Machine Learning Model Validation for Early Stage Studies with Small Sample Sizes

E. Scheme, A. Phinyomark, R. Larracy, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Fractal Analysis of Human Gait Variability via Stride Interval Time Series

E. Scheme, A. Phinyomark, R. Larracy, 2020, Frontiers in Physiology.

Kinematic Gait Patterns in Competitive and Recreational Runners.

Angkoon Phinyomark, Christian A. Clermont, Reed Ferber, 2017, Journal of applied biomechanics.

Optimal Wavelet Functions in Wavelet Denoising for Multifunction Myoelectric Control

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2009, ECTI Transactions on Electrical Engineering, Electronics, and Communications.

Current Trends and Confounding Factors in Myoelectric Control: Limb Position and Contraction Intensity

E. Scheme, A. Phinyomark, Evan Campbell, 2020, Sensors.

Day-to-Day Stability of Wrist EMG for Wearable-Based Hand Gesture Recognition

Fady S. Botros, E. Scheme, A. Phinyomark, 2022, IEEE Access.

Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors

Angkoon Phinyomark, Rami N. Khushaba, Erik J. Scheme, 2018, Sensors.

Interpreting Deep Learning Features for Myoelectric Control: A Comparison With Handcrafted Features

Ulysse Côté Allard, François Laviolette, E. Scheme, 2019, Frontiers in Bioengineering and Biotechnology.

Feature Extraction and Selection for Pain Recognition Using Peripheral Physiological Signals

Erik Scheme, Angkoon Phinyomark, Evan Campbell, 2019, Front. Neurosci..

Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability

Angkoon Phinyomark, Giovanni Petri, Esther Ibanez-Marcelo, 2019, NeuroImage.

Nanoparticle surface-enhanced Raman spectroscopy as a noninvasive, label-free tool to monitor hematological malignancy.

E. Scheme, T. Reiman, A. Phinyomark, 2021, Nanomedicine.

Reliability of gait analysis using wearable sensors in patients with knee osteoarthritis.

Angkoon Phinyomark, Reed Ferber, Sean T Osis, 2016, Journal of biomechanics.

Infrared cavity ring-down spectroscopy for detecting non-small cell lung cancer in exhaled breath

E. Scheme, A. Phinyomark, R. Larracy, 2022, Journal of breath research.

Gender differences in gait kinematics for patients with knee osteoarthritis

Angkoon Phinyomark, Sean T. Osis, Reed Ferber, 2016, BMC Musculoskeletal Disorders.

The Relationship Between Anthropometric Variables and Features of Electromyography Signal for Human–Computer Interface

Angkoon Phinyomark, Franck Quaine, Yann Laurillau, 2014 .

A feasibility study on the use of anthropometric variables to make muscle-computer interface more practical

Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier, 2013, Eng. Appl. Artif. Intell..

Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition

Benoit Gosselin, François Laviolette, Kyrre Glette, 2019, IEEE Access.

Feature reduction and selection for EMG signal classification

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2012, Expert Syst. Appl..

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

G. Petri, R. Ferber, S. Osis, 2017, Journal of medical and biological engineering.

The Usefulness of Mean and Median Frequencies in Electromyography Analysis

Huosheng Hu, Pornchai Phukpattaranont, Chusak Limsakul, 2012 .

EMG feature evaluation for improving myoelectric pattern recognition robustness

Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier, 2013, Expert Syst. Appl..

Feature extraction of the first difference of EMG time series for EMG pattern recognition

Angkoon Phinyomark, Franck Quaine, Sylvie Charbonnier, 2014, Comput. Methods Programs Biomed..

INVESTIGATING LONG-TERM EFFECTS OF FEATURE EXTRACTION METHODS FOR CONTINUOUS EMG PATTERN CLASSIFICATION

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2012 .

Feature Extraction and Reduction of Wavelet Transform Coefficients for EMG Pattern Classification

Chusak Limsakul, Angkoon Phinyomark, P. Phukpattaranont, 2012 .

EMG denoising and feature optimization for forearm movement classification

Angkoon Phinyomark, A. Phinyomark, 2012 .

Assessment of EMG Benchmark Data for Gesture Recognition Using the NinaPro Database

Erik Scheme, Angkoon Phinyomark, Jason Chang, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

A Novel Feature Extraction for Robust EMG Pattern Recognition pdf

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2009, ArXiv.

Determination of patellofemoral pain sub-groups and development of a method for predicting treatment outcome using running gait kinematics.

Angkoon Phinyomark, Reed Ferber, Ricky Watari, 2016, Clinical biomechanics.

Gender and Age-Related Differences in Bilateral Lower Extremity Mechanics during Treadmill Running

Angkoon Phinyomark, Sean T. Osis, Reed Ferber, 2014, PloS one.

EMG Pattern Recognition in the Era of Big Data and Deep Learning

Erik Scheme, Angkoon Phinyomark, E. Scheme, 2018, Big Data Cogn. Comput..

Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis

Angkoon Phinyomark, Giovanni Petri, Esther Ibáñez-Marcelo, 2017, IEEE Transactions on Big Data.

EMG FEATURE EXTRACTION FOR TOLERANCE OF 50 HZ INTERFERENCE

Chusak Limsakul, Angkoon Phinyomark, Pornchai Phukpattaranont, 2009 .

A Comparative Study of Wavelet Denoising for Multifunction Myoelectric Control

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2009, 2009 International Conference on Computer and Automation Engineering.

Classification of higher- and lower-mileage runners based on running kinematics

Angkoon Phinyomark, Sean T. Osis, Christian A. Clermont, 2017, Journal of sport and health science.

Gender differences in gait kinematics in runners with iliotibial band syndrome

R. Ferber, S. Osis, A. Phinyomark, 2015, Scandinavian journal of medicine & science in sports.

Kinematic gait patterns in healthy runners: A hierarchical cluster analysis.

Angkoon Phinyomark, Reed Ferber, Blayne A. Hettinga, 2015, Journal of biomechanics.

Biomechanical Features of Running Gait Data Associated with Iliotibial Band Syndrome: Discrete Variables Versus Principal Component Analysis

Angkoon Phinyomark, Sean T. Osis, Reed Ferber, 2016 .

Kernel Principal Component Analysis for Identification of Between-Group Differences and Changes in Running Gait Patterns

Angkoon Phinyomark, Sean T. Osis, Reed Ferber, 2016 .

Fractal analysis features for weak and single-channel upper-limb EMG signals

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2012, Expert Syst. Appl..

Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control

Rami N. Khushaba, Erik J. Scheme, Angkoon Phinyomark, 2019, 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition

K. Glette, Ulysse Cot'e-Allard, E. Scheme, 2021, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Evaluation of EMG Feature Extraction for Classification of Exercises in Preventing Falls in the Elderly

Huosheng Hu, Pornchai Phukpattaranont, Chusak Limsakul, 2015 .

Robust Eye Movement Recognition Using EOG Signal for Human-Computer Interface

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2011, ICSECS.

EFFICIENT FEATURE FOR CLASSIFICATION OF EYE

A. Phinyomark, P. Phukpattaranont, C. Limsakul, 2016 .

Efficient feature for classification of eye movements using electrooculography signals

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2016 .

Evaluating Feature Extraction Methods of Electrooculography (EOG) Signal for Human-Computer Interface

Chusak Limsakul, Angkoon Phinyomark, P. Phukpattaranont, 2012 .

The Usefulness of Wavelet Transform to Reduce Noise in the SEMG Signal

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2012 .

A robust measure of probability density function of various noises in electromyography (EMG) signal acquisition

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2015, 2015 7th International Conference on Knowledge and Smart Technology (KST).

Surface Electromyography (EMG) Signal Processing, Classification, and Practical Considerations

Erik Scheme, Angkoon Phinyomark, Evan Campbell, 2019, Series in BioEngineering.

EMG signal estimation based on adaptive wavelet shrinkage for multifunction myoelectric control

P. Phukpattaranont, A. Phinyomark, C. Limsakul, 2010, ECTI-CON2010: The 2010 ECTI International Confernce on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

EMG denoising estimation based on adaptive wavelet thresholding for multifunction myoelectric control

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2009, 2009 Innovative Technologies in Intelligent Systems and Industrial Applications.

EMG SIGNAL DENOISING VIA ADAPTIVE WAVELET SHRINKAGE FOR MULTIFUNCTION UPPER-LIMB PROSTHESIS

Chusak Limsakul, P. Phukpattaranont, A. Phinyomark, 2010 .

EMG feature extraction for tolerance of white Gaussian noise

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2008 .

A long short-term recurrent spatial-temporal fusion for myoelectric pattern recognition

Erik Scheme, Adel Al-Jumaily, Angkoon Phinyomark, 2021, Expert Syst. Appl..

Navigating features: a topologically informed chart of electromyographic features space

Erik Scheme, Rami N. Khushaba, Angkoon Phinyomark, 2017, Journal of The Royal Society Interface.

Preliminary results of breast cancer cell classifying based on gray-level co-occurrence matrix

P. Phukpattaranont, A. Phinyomark, P. Boonyapiphat, 2013, The 6th 2013 Biomedical Engineering International Conference.

A Comparison of Amputee and Able-Bodied Inter-Subject Variability in Myoelectric Control

E. Scheme, A. Phinyomark, Evan Campbell, 2020, ArXiv.

Topological Data Analysis of Biomedical Big Data

Angkoon Phinyomark, Giovanni Petri, Esther Ibáñez-Marcelo, 2018, Signal Processing and Machine Learning for Biomedical Big Data.

Topology highlights mesoscopic functional equivalence between imagery and perception

Angkoon Phinyomark, Esther Ibáñez-Marcelo, Giovanni Petri, 2018, bioRxiv.

Feature Learning Networks for Floor Sensor-based Gait Recognition

A. Phinyomark, Ala Salehi, Alex Roberts, 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Probability Density Functions of Stationary Surface EMG Signals in Noisy Environments

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2016, IEEE Transactions on Instrumentation and Measurement.

Feature extraction of the first difference of EMG time series for EMG pattern recognition

C. Servière, A. Phinyomark, F. Tarpin-Bernard, 2014, Comput. Methods Programs Biomed..

Probability density of electromyography signal for different levels of contraction of biceps brachii

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2013, 2013 10th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

LibEMG: An Open Source Library to Facilitate the Exploration of Myoelectric Control

E. Scheme, Scott Bateman, A. Phinyomark, 2023, IEEE Access.

CENICS 2015

C. Travieso-González, B. Montrucchio, A. Phinyomark, 2015 .

Gender differences in gait kinematics in runners with iliotibial band syndrome

Blayne A. Hettinga, R. Ferber, S. Osis, 2015, Scandinavian journal of medicine & science in sports.

Classifying breast cancer regions in microscopic image using texture features

P. Phukpattaranont, S. Jitaree, A. Phinyomark, 2016, 2016 13th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON).

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

Angkoon Phinyomark, Giovanni Petri, Reed Ferber, 2017, Journal of Medical and Biological Engineering.

Electromyography-Based Gesture Recognition: Is It Time to Change Focus From the Forearm to the Wrist?

Erik Scheme, Angkoon Phinyomark, Fady Botros, 2022, IEEE Transactions on Industrial Informatics.

Development of robust electrooculography (EOG)- based human-computer interface controlled by eight- directional eye movements

Pornchai Phukpattaranont, Chusak Limsakul, Angkoon Phinyomark, 2012 .

A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition

K. Glette, Ulysse Cot'e-Allard, E. Scheme, 2021, IEEE Transactions on Neural Systems and Rehabilitation Engineering.