Ganesh R. Naik

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Topics

Design Methodology

Source Separation

Beat Classification

Top Venues

Frontiers Neurorobotics

Publications

Pradyumna G. R., Roopa B. Hegde, Bommegowda K. Basavarajappa, Anil Kumar Bhat, Amit N. Pujari, Gaetano D. Gargiulo, Upul Gunawardana, Tony Jan, Ganesh R. Naik
Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare - A Survey. Sensors 24 (13) (2024)
Pradyumna G. R., Roopa B. Hegde, Bommegowda K. B., Anil Kumar Bhat, Ganesh R. Naik, Amit N. Pujari
Recent Innovations in Footwear Sensors: Role of Smart Footwear in Healthcare - A Survey. CoRR (2024)
Pradyumna G. R., Roopa B. Hegde, Bommegowda K. B., Tony Jan, Ganesh R. Naik
Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges. IEEE Access 12 (2024)
Abdullah Abdul Sattar Shaikh, M. S. Bhargavi, Ganesh R. Naik
Unraveling the complexities of pathological voice through saliency analysis. Comput. Biol. Medicine 166 (2023)
Benjamin M. Brandwood, Ganesh R. Naik, Upul Gunawardana, Gaetano D. Gargiulo
Combined Cardiac and Respiratory Monitoring from a Single Signal: A Case Study Employing the Fantasia Database. Sensors 23 (17) (2023)
Andrej Gams, Ganesh R. Naik
Editorial: Neurorobotics explores gait movement in the sporting community. Frontiers Neurorobotics 17 (2023)
Wellington Pinheiro dos Santos, Vincenzo Conti, Orazio Gambino, Ganesh R. Naik
Editorial: Machine learning and applied neuroscience. Frontiers Neurorobotics 17 (2023)
Ganesh Cheduluri, Swati Bhardwaj, Ganesh R. Naik, Vidhumouli Hansigida, Appa Rao Nali, Amit Acharyya
Low complex Hardware Architecture Design Methodology for Cubic Spline Interpolation Technique for Assistive Technologies. NEWCAS (2022)
Neethu Sreenivasan, Gaetano D. Gargiulo, Upul Gunawardana, Ganesh R. Naik, Armin Nikpour
Seizure Detection: A Low Computational Effective Approach without Classification Methods. Sensors 22 (21) (2022)
Maxime Bourges, Ganesh R. Naik, Luca Mesin
Single Channel Surface Electromyogram Deconvolution is a Useful Pre-Processing for Myoelectric Control. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Daniele Esposito, Jessica Centracchio, Emilio Andreozzi, Gaetano D. Gargiulo, Ganesh R. Naik, Paolo Bifulco
Biosignal-Based Human-Machine Interfaces for Assistance and Rehabilitation: A Survey. Sensors 21 (20) (2021)
Ahmed Kamil Hasan Al-Ali, Vinod Chandran, Ganesh R. Naik
Enhanced forensic speaker verification performance using the ICA-EBM algorithm under noisy and reverberant environments. Evol. Intell. 14 (4) (2021)
Caitlin Polley, Titus Jayarathna, Upul Gunawardana, Ganesh R. Naik, Tara J. Hamilton, Emilio Andreozzi, Paolo Bifulco, Daniele Esposito, Jessica Centracchio, Gaetano D. Gargiulo
Wearable Bluetooth Triage Healthcare Monitoring System. Sensors 21 (22) (2021)
Türker Tuncer, Sengül Dogan, Ganesh R. Naik, Pawel Plawiak
Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals. Multim. Tools Appl. 80 (16) (2021)
Sally K. Longmore, Ganesh R. Naik, Gaetano D. Gargiulo
Laparoscopic Robotic Surgery: Current Perspective and Future Directions. Robotics 9 (2) (2020)
Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li
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. 110 (2020)
Emilio Andreozzi, Antonio Fratini, Daniele Esposito, Ganesh R. Naik, Caitlin Polley, Gaetano D. Gargiulo, Paolo Bifulco
Forcecardiography: A Novel Technique to Measure Heart Mechanical Vibrations onto the Chest Wall. Sensors 20 (14) (2020)
Sami El Arja, Titus Jayarathna, Ganesh R. Naik, Paul Breen, Gaetano D. Gargiulo
Characterisation of Morphic Sensors for Body Volume and Shape Applications. Sensors 20 (1) (2020)
Samit Kumar Ghosh, R. K. Tripathy, Mario Roberto Arrieta Paternina, Juan J. Arrieta, Alejandro Zamora-Méndez, Ganesh R. Naik
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network. J. Medical Syst. 44 (6) (2020)
R. K. Tripathy, Mario Roberto Arrieta Paternina, Juan G. Arrieta, Alejandro Zamora-Méndez, Ganesh R. Naik
Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme. Comput. Methods Programs Biomed. 173 (2019)
Nawadita Parajuli, Neethu Sreenivasan, Paolo Bifulco, Mario Cesarelli, Sergio Savino, Vincenzo Niola, Daniele Esposito, Tara Julia Hamilton, Ganesh R. Naik, Upul Gunawardana, Gaetano D. Gargiulo
Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation. Sensors 19 (20) (2019)
Kandala N. V. P. S. Rajesh, Ravindra Dhuli, Pawel Plawiak, Ganesh R. Naik, Hossein Moeinzadeh, Gaetano D. Gargiulo, Gunnam Suryanarayana
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. Sensors 19 (23) (2019)
Simanto Saha, Khondaker Abdullah Al Mamun, Khawza I. Ahmed, Raqibul Mostafa, Ganesh R. Naik, Ahsan Khandoker, Sam Darvishi, Mathias Baumert
Progress in Brain Computer Interfaces: Challenges and Trends. CoRR (2019)
Sally K. Longmore, Gough Y. Lui, Ganesh R. Naik, Paul P. Breen, Bin Jalaludin, Gaetano D. Gargiulo
A Comparison of Reflective Photoplethysmography for Detection of Heart Rate, Blood Oxygen Saturation, and Respiration Rate at Various Anatomical Locations. Sensors 19 (8) (2019)
Karan Maheshwari, Alex Noel Joseph Raj, Vijayalakshmi G. V. Mahesh, Zhemin Zhuang, Elizabeth Rufus, Palaiahnakote Shivakumara, Ganesh R. Naik
Bilingual text detection in natural scene images using invariant moments. J. Intell. Fuzzy Syst. 37 (5) (2019)
Daniele Esposito, Emilio Andreozzi, Gaetano D. Gargiulo, Antonio Fratini, Giovanni D'Addio, Ganesh R. Naik, Paolo Bifulco
A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition. Frontiers Neurorobotics 13 (2019)
Amit Acharyya, Pranit Jadhav, Valentina Bono, Koushik Maharatna, Ganesh R. Naik
Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG. Comput. Methods Programs Biomed. 158 (2018)
Hairong Yu, Lin Ye, Ganesh R. Naik, Rong Song, Hung T. Nguyen, Steven W. Su
Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises. Medical Biol. Eng. Comput. 56 (12) (2018)
Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. EMBC (2017)
Arvind Gautam, Anuradha Balouria, Amit Acharyya, Swati Ghosh Acharyya, Madhuri Panwar, Ganesh R. Naik
Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques. EMBC (2017)
Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. IEEE J. Biomed. Health Informatics 21 (3) (2017)
Yina Guo, Qijia Liu, Anhong Wang, Chaoli Sun, Wenyan Tian, Ganesh R. Naik, Ajith Abraham
Optimized phase-space reconstruction for accurate musical-instrument signal classification. Multim. Tools Appl. 76 (20) (2017)
Ahmed Kamil Hasan Al-Ali, Bouchra Senadji, Ganesh R. Naik
Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions. ICSIPA (2017)
Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik
Dynamically identifying relevant EEG channels by utilizing channels classification behaviour. Expert Syst. Appl. 83 (2017)
Ganesh R. Naik, Manisha Pratihast, Rifai Chai, Ahmed Al-Ani, Amit Acharyya, Hung T. Nguyen
Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights. EMBC (2017)
Robert M. Stephenson, Ganesh R. Naik, Rifai Chai
A system for accelerometer-based gesture classification using artificial neural networks. EMBC (2017)
Ahmed Kamil Hasan Al-Ali, David Dean, Bouchra Senadji, Vinod Chandran, Ganesh R. Naik
Enhanced Forensic Speaker Verification Using a Combination of DWT and MFCC Feature Warping in the Presence of Noise and Reverberation Conditions. IEEE Access 5 (2017)
Rifai Chai, Ganesh R. Naik, Sai-Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification. EMBC (2017)
Madhuri Panwar, Sristi Ram Dyuthi, Konkimalla Chandra Prakash, Dwaipayan Biswas, Amit Acharyya, Koushik Maharatna, Arvind Gautam, Ganesh R. Naik
CNN based approach for activity recognition using a wrist-worn accelerometer. EMBC (2017)
Quynh Tran Ly, Aluysius Maria Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A. Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon J. G. Lewis, Hung T. Nguyen
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. EMBC (2017)
Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Yvonne Tran, Hung T. Nguyen
Selecting optimal EEG channels for mental tasks classification: An approach using ICA. CEC (2016)
Venkateshwarlu Y. Gudur, Sandeep Thallada, Abhinay R. Deevi, Venkata Krishna Gande, Amit Acharyya, Vasundhra Bhandari, Paresh Sharma, S. Saqib Khursheed, Ganesh R. Naik
Reconfigurable hardware-software codesign methodology for protein identification. EMBC (2016)
Ganesh R. Naik, Gita Pendharkar, Hung T. Nguyen
Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors. EMBC (2016)
Arvind Gautam, A. Bhargavi Rani, Miguel A. Callejas, Swati Ghosh Acharyya, Amit Acharyya, Dwaipayan Biswas, Vasundhra Bhandari, Paresh Sharma, Ganesh R. Naik
Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis. EMBC (2016)
Swati Bhardwaj, Bhagyaraja Adapa, R. Shashank, Pranit Jadhav, Dwaipayan Biswas, Amit Acharyya, Ganesh R. Naik
Low Complexity Single Channel ICA Architecture Design Methodology for Pervasive Healthcare Applications. SiPS (2016)
Ganesh R. Naik, Suviseshamuthu Easter Selvan, Massimiliano Gobbo, Amit Acharyya, Hung T. Nguyen
Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review. IEEE Access 4 (2016)
Praveen Chapala, Swati Ghosh Acharyya, S. M. Shariff, Ganesh R. Naik
Novel Ti-Nb alloys with improved wear resistance for biomedical implant application. EMBC (2016)
M. Caroline Viola Stella Mary, Elijah Blessing Rajsingh, Ganesh R. Naik
Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey. IEEE Access 4 (2016)
Rifai Chai, Yvonne Tran, Ganesh R. Naik, Tuan Nghia Nguyen, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network. EMBC (2016)
Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik, Rami N. Khushaba
A dynamic channel selection algorithm for the classification of EEG and EMG data. IJCNN (2016)
Ahmed Al-Ani, Ganesh R. Naik, Hussein A. Abbass
A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques. ICONIP (4) (2015)
Amit Acharyya, Mavuduru Neehar, Ganesh R. Naik
An accurate clustering algorithm for fast protein-profiling using SCICA on MALDI-TOF. ISCAS (2015)
Ganesh R. Naik, Hung T. Nguyen
Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis. IEEE J. Biomed. Health Informatics 19 (2) (2015)
Ganesh R. Naik, Kerry G. Baker, Hung T. Nguyen
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 19 (5) (2015)
Rifai Chai, Ganesh R. Naik, Yvonne Tran, Sai-Ho Ling, Ashley Craig, Hung T. Nguyen
Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module. EMBC (2015)
Yina Guo, Ganesh R. Naik, Shuhua Huang, Ajith Abraham, Hung T. Nguyen
Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification. Appl. Soft Comput. 36 (2015)
Swati Bhardwaj, Pranit Jadhav, Bhagyaraja Adapa, Amit Acharyya, Ganesh R. Naik
Online and automated reliable system design to remove blink and muscle artefact in EEG. EMBC (2015)
Suresh Mopuri, P. Sreenivasa Reddy, Amit Acharyya, Ganesh R. Naik
Fast underdetermined BSS architecture design methodology for real time applications. EMBC (2015)
Naresh Vemishetty, Pranit Jadhav, Bhagyaraja Adapa, Amit Acharyya, Pachamuthu Rajalakshmi, Ganesh R. Naik
Affordable low complexity heart/brain monitoring methodology for remote health care. EMBC (2015)
Gita Pendharkar, Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen
Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals. EMBC (2015)
Gita Pendharkar, Ganesh R. Naik, Hung T. Nguyen
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. 13 (2014)
Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami
Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis. Expert Syst. J. Knowl. Eng. 31 (1) (2014)
Ganesh R. Naik, Amit Acharyya, Hung T. Nguyen
Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix. EMBC (2014)
Pranit N. Jadhav, Divya Shanamugan, Akansha Chourasia, Aniket R. Ghole, Amit Acharyya, Ganesh R. Naik
Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder. EMBC (2014)
Yina Guo, Ganesh R. Naik, Hung T. Nguyen
Single channel blind source separation based local mean decomposition for Biomedical applications. EMBC (2013)
Yina Guo, Shuhua Huang, Yongtang Li, Ganesh R. Naik
Edge Effect Elimination in Single-Mixture Blind Source Separation. Circuits Syst. Signal Process. 32 (5) (2013)
Ganesh R. Naik, Yina Guo, Hung T. Nguyen
A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings. EMBC (2013)
Ganesh R. Naik
Measure of Quality of Source Separation for Sub- and Super-Gaussian Audio Mixtures. Informatica 23 (4) (2012)
Ganesh R. Naik, Dinesh Kant Kumar
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram. J. Medical Syst. 36 (2) (2012)
Ganesh R. Naik, Dinesh K. Kumar
Evaluation of higher order statistics parameters for multi channel sEMG using different force levels. EMBC (2011)
Ganesh R. Naik, Dinesh Kant Kumar
An Overview of Independent Component Analysis and Its Applications. Informatica (Slovenia) 35 (1) (2011)
Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva
Twin SVM for gesture classification using the surface electromyogram. IEEE Trans. Inf. Technol. Biomed. 14 (2) (2010)
Ganesh R. Naik, Dinesh Kant Kumar
Determining Number of Independent Sources in Undercomplete Mixture. EURASIP J. Adv. Signal Process. 2009 (2009)
Ganesh R. Naik, Dinesh Kant Kumar, Katherine Wheeler, Sridhar Poosapadi Arjunan
Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques. DICTA (2009)
Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Guo Yina, Hirokazu Shimada
Information based filtering of audio for multimedia applications. IADIS AC (2) (2009)
Djuwari Djuwari, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Ganesh R. Naik
Limitations and Applications of ICA for Surface electromyogram for Identifying Hand Gestures. Int. J. Comput. Intell. Appl. 7 (3) (2008)
Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami
Multi run ICA and surface EMG based signal processing system for recognising hand gestures. CIT (2008)
Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
Multi modal gesture identification for HCI using surface EMG. MindTrek (2008)
Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Hans Weghorn, Marimuthu Palaniswami
Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction. DICTA (2007)
Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Vijay P. Singh, Marimuthu Palaniswami
Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing. PRIS (2007)
Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Marimuthu Palaniswami
Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG. DICTA (2007)
Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar, Ganesh R. Naik, Wai Chee Yau
Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals. ICEIS (Selected Papers) (2007)
Ganesh R. Naik, Dinesh K. Kumar, Sridhar P. Arjunan, Marimuthu Palaniswami, Rezaul K. Begg
Limitations and Applications of ICA for Surface Electromyogram. EMBC (2006)