Ganesh R. Naik

发表

Twin SVM for Gesture Classification Using the Surface Electromyogram

Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva, 2010, IEEE Transactions on Information Technology in Biomedicine.

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Limitations and Applications of ICA for Surface Electromyogram

Ganesh R. Naik, Dinesh Kant Kumar, Djuwari Djuwari, 2008, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

Blind Source Separation Based Classification Scheme for Myoelectric Prosthesis Hand

Ganesh R. Naik, Dinesh Kumar, D. Kumar, 2011 .

Independent Component Analysis for Audio and Biosignal Applications

Ganesh R. Naik, 2012 .

Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises

Ganesh R. Naik, Hung T. Nguyen, Rong Song, 2018, Medical & Biological Engineering & Computing.

An accurate clustering algorithm for fast protein-profiling using SCICA on MALDI-TOF

Ganesh R. Naik, Amit Acharyya, Mavuduru Neehar, 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).

Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review

Ganesh R. Naik, Hung T. Nguyen, Amit Acharyya, 2016, IEEE Access.

Locomo-Net: A Low -Complex Deep Learning Framework for sEMG-Based Hand Movement Recognition for Prosthetic Control

Ganesh R. Naik, Sridhar P. Arjunan, Arvind Gautam, 2020, IEEE Journal of Translational Engineering in Health and Medicine.

Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG

Ganesh R. Naik, Koushik Maharatna, Amit Acharyya, 2018, Comput. Methods Programs Biomed..

Progress in Brain Computer Interface: Challenges and Opportunities pdf

Ganesh R. Naik, Sam Darvishi, Mathias Baumert, 2019, Frontiers in Systems Neuroscience.

A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition

Ganesh R. Naik, Paolo Bifulco, Gaetano D. Gargiulo, 2020, Frontiers in Neurorobotics.

Forensic Speaker Verification in Noisy Environmental by Enhancing the Speech Signal Using ICA Approach

Ganesh R. Naik, Bouchra Senadji, Ahmed Kamil Hasan Al-Ali, 2017 .

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

Ganesh R. Naik, Gaetano D. Gargiulo, Paul P. Breen, 2019, Sensors.

Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions

Ganesh R. Naik, Bouchra Senadji, Ahmed Kamil Hasan Al-Ali, 2017, 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA).

Framework towards real time control of virtual robotic hand: Interface based on low-level forearm muscle movements

Ganesh R. Naik, Hirokazu Shimada, Dinesh Kumar, 2010, IHCI 2010.

Hybrid Feature Selection for Myoelectric Signal Classification Using MICA

Ganesh R. Naik, Dinesh Kumar, D. Kumar, 2010 .

Remote rapid prototyping manufacturing network using optimization recurrent hidden Markov models

Ganesh R. Naik, Wang Qinghua, Huang Shuhua, 2012 .

Non-negative Matrix Factorization Techniques: Advances in Theory and Applications

Ganesh R. Naik, G. Naik, 2015 .

Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram

Ganesh R. Naik, Dinesh Kant Kumar, D. Kumar, 2012, Journal of Medical Systems.

Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG

Marimuthu Palaniswami, Ganesh R. Naik, Dinesh Kant Kumar, 2007, 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007).

Usage of EMG in identification gestures features based on PCA and ICA

Ganesh R. Naik, Dinesh Kumar, S Poosapadi Arjunan, 2009 .

Improving EEG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2017, Front. Neurosci..

Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children

Ganesh R. Naik, Hung T. Nguyen, Gita Pendharkar, 2014, Biomed. Signal Process. Control..

Measure of Quality of Source Separation for Sub- and Super-Gaussian Audio Mixtures

Ganesh R. Naik, G. Naik, 2012, Informatica.

Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

An ICA-EBM-Based sEMG Classifier for Recognizing Lower Limb Movements in Individuals With and Without Knee Pathology

Ganesh R. Naik, Hung T. Nguyen, Sridhar P. Arjunan, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Fast underdetermined BSS architecture design methodology for real time applications

Ganesh R. Naik, Suresh Mopuri, Amit Acharyya, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques

Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, 2009, 2009 Digital Image Computing: Techniques and Applications.

A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings

Ganesh R. Naik, Hung T. Nguyen, Yina Guo, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction

Multi modal gesture identification for HCI using surface EMG

Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, 2008, MindTrek '08.

A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks

Ganesh R. Naik, Oluwarotimi Williams Samuel, Yanjuan Geng, 2020, Future Gener. Comput. Syst..

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

Ganesh R. Naik, Hung T. Nguyen, S. Easter Selvan, 2016, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques

Ganesh R. Naik, Hussein A. Abbass, Ahmed Al-Ani, 2015, ICONIP.

Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis

Ganesh R. Naik, Hung T. Nguyen, G. Naik, 2015, IEEE Journal of Biomedical and Health Informatics.

Information based filtering of audio for multimedia applications

Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, 2009, IADIS AC.

Edge Effect Elimination in Single-Mixture Blind Source Separation

Ganesh R. Naik, Yongtang Li, Yina Guo, 2013, Circuits, Systems, and Signal Processing.

Signal processing evaluation of myoelectric sensor placement in low‐level gestures: sensitivity analysis using independent component analysis

Marimuthu Palaniswami, Ganesh R. Naik, Dinesh Kant Kumar, 2014, Expert Syst. J. Knowl. Eng..

Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network

Ganesh R. Naik, R. K. Tripathy, S. K. Ghosh, 2020, Journal of Medical Systems.

Optimized phase-space reconstruction for accurate musical-instrument signal classification

Ganesh R. Naik, Ajith Abraham, Anhong Wang, 2016, Multimedia Tools and Applications.

Source Separation and Identification Issues in Bio Signals: a Solution Using Blind Source Separation

Ganesh R. Naik, Dinesh Kumar, 2009 .

Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing

Marimuthu Palaniswami, Ganesh R. Naik, Dinesh Kant Kumar, 2007, PRIS.

Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA

Ganesh R. Naik, Hung T. Nguyen, Kerry G. Baker, 2015, IEEE Journal of Biomedical and Health Informatics.

Forensic Speaker Verification in Noisy Environmental by Enhancing the Speech Signal Using Independent Component Analysis (ICA) Approach

Ganesh R. Naik, Bouchra Senadji, Ahmed Kamil Hasan Al-Ali, 2017 .

Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder

Ganesh R. Naik, Amit Acharyya, P. N. Jadhav, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Multi run ICA and surface EMG based signal processing system for recognising hand gestures

Marimuthu Palaniswami, Ganesh R. Naik, Dinesh Kant Kumar, 2008, 2008 8th IEEE International Conference on Computer and Information Technology.

Determining Number of Independent Sources in Undercomplete Mixture

Ganesh R. Naik, Dinesh Kant Kumar, D. Kumar, 2009, EURASIP J. Adv. Signal Process..

A dynamic channel selection algorithm for the classification of EEG and EMG data

Ganesh R. Naik, Irena Koprinska, Rami N. Khushaba, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis

Ganesh R. Naik, Arvind Gautam, Amit Acharyya, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

CNN based approach for activity recognition using a wrist-worn accelerometer

Ganesh R. Naik, Arvind Gautam, Koushik Maharatna, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A comparison of ICA algorithms in surface EMG signal processing

Ganesh R. Naik, G. Naik, 2011 .

Low Complexity Single Channel ICA Architecture Design Methodology for Pervasive Healthcare Applications

Ganesh R. Naik, Amit Acharyya, Dwaipayan Biswas, 2016, 2016 IEEE International Workshop on Signal Processing Systems (SiPS).

Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme

Ganesh R. Naik, R. K. Tripathy, Alejandro Zamora-Méndez, 2019, Comput. Methods Programs Biomed..

Selecting Optimal Electroencephalography Channels for Mental Tasks Classification: An approach using ICA

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2016 .

Independent component analysis for classification of surface electromyography signals during different MVCs

Ganesh R. Naik, Dinesh Kumar, S Poosapadi Arjunan, 2010 .

Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals

Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, 2007, ICEIS.

Single channel blind source separation based local mean decomposition for Biomedical applications

Ganesh R. Naik, Hung T. Nguyen, Yina Guo, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey

Ganesh R. Naik, Elijah Blessing Rajsingh, M. Caroline Viola Stella Mary, 2016, IEEE Access.

SUBTLE ELECTROMYOGRAPHIC PATTERN RECOGNITION FOR FINGER MOVEMENTS: A PILOT STUDY USING BSS TECHNIQUES

Ganesh R. Naik, Dinesh Kumar, D. Kumar, 2012 .

Novel Ti-Nb alloys with improved wear resistance for biomedical implant application

Ganesh R. Naik, Swati Ghosh Acharyya, Praveen Chapala, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Reconfigurable hardware-software codesign methodology for protein identification

Ganesh R. Naik, S. Saqib Khursheed, Amit Acharyya, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Dynamically identifying relevant EEG channels by utilizing channels classification behaviour

Ganesh R. Naik, Irena Koprinska, Ahmed Al-Ani, 2017, Expert Syst. Appl..

Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix

Ganesh R. Naik, Hung T. Nguyen, Amit Acharyya, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Customized VGG19 Network with Concatenation of Deep and Handcrafted Features for Brain Tumor Detection

Ganesh R. Naik, Alex Noel Joseph Raj, Venkatesan Rajinikanth, 2020, Applied Sciences.

Enhanced Forensic Speaker Verification Using a Combination of DWT and MFCC Feature Warping in the Presence of Noise and Reverberation Conditions

Ganesh R. Naik, Bouchra Senadji, Vinod Chandran, 2017, IEEE Access.

Bilingual text detection in natural scene images using invariant moments

Ganesh R. Naik, Alex Noel Joseph Raj, Zhemin Zhuang, 2019, J. Intell. Fuzzy Syst..

Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques

Ganesh R. Naik, Arvind Gautam, Amit Acharyya, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A system for accelerometer-based gesture classification using artificial neural networks

Ganesh R. Naik, Rifai Chai, Robert M. Stephenson, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Enhanced forensic speaker verification performance using the ICA-EBM algorithm under noisy and reverberant environments

Ganesh R. Naik, Vinod Chandran, Ahmed Kamil Hasan Al-Ali, 2020, Evol. Intell..

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Selecting optimal EEG channels for mental tasks classification: An approach using ICA

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Enhancement of the ill-conditioned original recordings using novel ICA technique

Ganesh R. Naik, G. Naik, 2012 .

Semi Blind Source Separation for Application in Machine Learning

Ganesh R. Naik, Dinesh Kumar, D. Kumar, 2012 .

An Overview of Independent Component Analysis and Its Applications

Ganesh R. Naik, Dinesh Kant Kumar, D. Kumar, 2011, Informatica.

Affordable low complexity heart/brain monitoring methodology for remote health care

Ganesh R. Naik, Pachamuthu Rajalakshmi, Amit Acharyya, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Advances in principal component analysis: Research and development

Ganesh R. Naik, G. Naik, 2017 .

Evaluation of higher order statistics parameters for multi channel sEMG using different force levels

Ganesh R. Naik, Dinesh Kant Kumar, D. Kumar, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals

Ganesh R. Naik, Hung T. Nguyen, Amit Acharyya, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Online and automated reliable system design to remove blink and muscle artefact in EEG

Ganesh R. Naik, Amit Acharyya, Pranit Jadhav, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification

Ganesh R. Naik, Hung T. Nguyen, Ajith Abraham, 2015, Appl. Soft Comput..

Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals

Ganesh R. Naik, Sengul Dogan, Turker Tuncer, 2021, Multimedia Tools and Applications.

Implementation of the Biological Muscle Mechanism in HASEL Actuators to Leverage Electrohydraulic Principles and Create New Geometries

Ganesh R. Naik, Upul Gunawardana, Gaetano D. Gargiulo, 2021 .

Audio analysis of statistically instantaneous signals with mixed Gaussian probability distributions

Ganesh R. Naik, Wenwu Wang, G. Naik, 2012 .

Computational Intelligence in Electromyography Analysis - A Perspective on Current Applications and Future Challenges

Ganesh R. Naik, Ganesh R. Naik, G. Naik, 2012 .

Brain-Computer Interfaces for Assessment and Communication in Disorders of Consciousness

Ganesh R. Naik, G. Naik, 2014 .

Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors

Ganesh R. Naik, Hung T. Nguyen, Gita Pendharkar, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module

Ganesh R. Naik, Hung T. Nguyen, Rifai Chai, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Does Heel Height Cause Imbalance during Sit-to-Stand Task: Surface EMG Perspective

Ganesh R. Naik, Hung T. Nguyen, Massimiliano Gobbo, 2017, Front. Physiol..

Emerging Theory and Practice in Neuroprosthetics

Ganesh R. Naik, Yina Guo, G. Naik, 2014 .

Independence Between Two Channels of Surface Electromyogram Signal to Measure the Loss of Motor Units

Ganesh R. Naik, Sridhar P. Arjunan, Dinesh Kumar, 2015 .