Ganesh R. Naik

Orcid: 0000-0003-1790-9838

According to our database1, Ganesh R. Naik authored at least 85 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare - A Survey.
Sensors, July, 2024

Regular snoring is associated with uncontrolled hypertension.
npj Digit. Medicine, 2024

Recent Innovations in Footwear Sensors: Role of Smart Footwear in Healthcare - A Survey.
CoRR, 2024

Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges.
IEEE Access, 2024

2023
Unraveling the complexities of pathological voice through saliency analysis.
Comput. Biol. Medicine, November, 2023

Combined Cardiac and Respiratory Monitoring from a Single Signal: A Case Study Employing the Fantasia Database.
Sensors, September, 2023

Editorial: Machine learning and applied neuroscience.
Frontiers Neurorobotics, June, 2023

Editorial: Neurorobotics explores gait movement in the sporting community.
Frontiers Neurorobotics, June, 2023

High night-to-night variability in sleep apnea severity is associated with uncontrolled hypertension.
npj Digit. Medicine, 2023

2022
Single Channel Surface Electromyogram Deconvolution is a Useful Pre-Processing for Myoelectric Control.
IEEE Trans. Biomed. Eng., 2022

Seizure Detection: A Low Computational Effective Approach without Classification Methods.
Sensors, 2022

Low complex Hardware Architecture Design Methodology for Cubic Spline Interpolation Technique for Assistive Technologies.
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022

2021
Wearable Bluetooth Triage Healthcare Monitoring System.
Sensors, 2021

Biosignal-Based Human-Machine Interfaces for Assistance and Rehabilitation: A Survey.
Sensors, 2021

Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals.
Multim. Tools Appl., 2021

Enhanced forensic speaker verification performance using the ICA-EBM algorithm under noisy and reverberant environments.
Evol. Intell., 2021

2020
Characterisation of Morphic Sensors for Body Volume and Shape Applications.
Sensors, 2020

Forcecardiography: A Novel Technique to Measure Heart Mechanical Vibrations onto the Chest Wall.
Sensors, 2020

Laparoscopic Robotic Surgery: Current Perspective and Future Directions.
Robotics, 2020

Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network.
J. Medical Syst., 2020

A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks.
Future Gener. Comput. Syst., 2020

2019
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method.
Sensors, 2019

Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation.
Sensors, 2019

A Comparison of Reflective Photoplethysmography for Detection of Heart Rate, Blood Oxygen Saturation, and Respiration Rate at Various Anatomical Locations.
Sensors, 2019

Bilingual text detection in natural scene images using invariant moments.
J. Intell. Fuzzy Syst., 2019

A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition.
Frontiers Neurorobotics, 2019

Progress in Brain Computer Interfaces: Challenges and Trends.
CoRR, 2019

Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme.
Comput. Methods Programs Biomed., 2019

2018
Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises.
Medical Biol. Eng. Comput., 2018

Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG.
Comput. Methods Programs Biomed., 2018

2017
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System.
IEEE J. Biomed. Health Informatics, 2017

Optimized phase-space reconstruction for accurate musical-instrument signal classification.
Multim. Tools Appl., 2017

Dynamically identifying relevant EEG channels by utilizing channels classification behaviour.
Expert Syst. Appl., 2017

Enhanced Forensic Speaker Verification Using a Combination of DWT and MFCC Feature Warping in the Presence of Noise and Reverberation Conditions.
IEEE Access, 2017

Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

A system for accelerometer-based gesture classification using artificial neural networks.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

CNN based approach for activity recognition using a wrist-worn accelerometer.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review.
IEEE Access, 2016

Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey.
IEEE Access, 2016

Low Complexity Single Channel ICA Architecture Design Methodology for Pervasive Healthcare Applications.
Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016

A dynamic channel selection algorithm for the classification of EEG and EMG data.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Reconfigurable hardware-software codesign methodology for protein identification.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Novel Ti-Nb alloys with improved wear resistance for biomedical implant application.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Selecting optimal EEG channels for mental tasks classification: An approach using ICA.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis.
IEEE J. Biomed. Health Informatics, 2015

Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA.
IEEE J. Biomed. Health Informatics, 2015

Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification.
Appl. Soft Comput., 2015

An accurate clustering algorithm for fast protein-profiling using SCICA on MALDI-TOF.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Affordable low complexity heart/brain monitoring methodology for remote health care.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Fast underdetermined BSS architecture design methodology for real time applications.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Online and automated reliable system design to remove blink and muscle artefact in EEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis.
Expert Syst. J. Knowl. Eng., 2014

Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children.
Biomed. Signal Process. Control., 2014

Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Edge Effect Elimination in Single-Mixture Blind Source Separation.
Circuits Syst. Signal Process., 2013

A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Single channel blind source separation based local mean decomposition for Biomedical applications.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram.
J. Medical Syst., 2012

Measure of Quality of Source Separation for Sub- and Super-Gaussian Audio Mixtures.
Informatica, 2012

2011
An Overview of Independent Component Analysis and Its Applications.
Informatica (Slovenia), 2011

Evaluation of higher order statistics parameters for multi channel sEMG using different force levels.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Twin SVM for gesture classification using the surface electromyogram.
IEEE Trans. Inf. Technol. Biomed., 2010

2009
Determining Number of Independent Sources in Undercomplete Mixture.
EURASIP J. Adv. Signal Process., 2009

Information based filtering of audio for multimedia applications.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009

Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques.
Proceedings of the DICTA 2009, 2009

2008
Limitations and Applications of ICA for Surface electromyogram for Identifying Hand Gestures.
Int. J. Comput. Intell. Appl., 2008

Multi modal gesture identification for HCI using surface EMG.
Proceedings of the 12th international conference on Entertainment and media in the ubiquitous era, 2008

Multi run ICA and surface EMG based signal processing system for recognising hand gestures.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007
Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing.
Proceedings of the Pattern Recognition in Information Systems, 2007

Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals.
Proceedings of the Enterprise Information Systems, 9th International Conference, 2007

Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2006
Limitations and Applications of ICA for Surface Electromyogram.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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