An overview of independent component analysis and its applications

Journals
Ganesh R. Naik, Dinesh K Kumar
Informatica, Volume 35, Issue 1
Publication year: 2011

A comparison of ICA algorithms in surface EMG signal processing

Journals
Ganesh R. Naik
International Journal of Biomedical Engineering and Technology, Volume 6, Issue 4, Pages 363-374, Inderscience Publishers, Journal Ranking Q3, Impact Factor 1.1
Publication year: 2011

Towards classification of low-level finger movements using forearm muscle activation: a comparative study based on ICA and Fractal theory

Journals
Ganesh R. Naik, Dinesh K Kumar, Sridhar P Arjunan
International Journal of Biomedical Engineering and Technology, Volume 6, Issue 2, Pages 150-162, Inderscience Publishers, Journal Ranking Q3, Impact Factor 1.1
Publication year: 2010

Source separation techniques for optimal electrode configurations: A study on electromyography

Journals
Ganesh R. Naik, Dinesh Kumar, Hans Weghorn, Sridhar Poosapadi Arjunan
Journal of Medical and Biological Engineering, Volume 30, Issue 6, Pages 367-372, Journal Ranking Q3, Impact Factor 2
Publication year: 2010

Pattern classification of Myo-Electrical signal during different Maximum Voluntary Contractions: A study using BSS techniques

Journals
Ganesh R. Naik, Dinesh Kumar, Sridhar Arjunan
Measurement Science Review, Volume 10, Issue 1, Pages 1-6, Journal Ranking Q3, Impact Factor 1.1
Publication year: 2010

Inter-experimental discrepancy in facial muscle activity during vowel utterance

Journals
Ganesh R. Naik, Dinesh K Kumar
Computer Methods in Biomechanics and Biomedical Engineering, Volume 13, Issue 2, Pages 215-223, Publisher Taylor & Francis Group, Journal Ranking Q2, Impact Factor 1.9
Publication year: 2010

Hybrid independent component analysis and twin support vector machine learning scheme for subtle gesture recognition

Journals
Ganesh R. Naik, Dinesh K Kumar, Jayadeva
Biomedical Engineering / Biomedizinische Technik, Volume 55, Issue 5, Pages 301-307, Publisher Walter de Gruyter, Journal Ranking Q3, Impact Factor 1.7
Publication year: 2010

Hybrid feature selection for myoelectric signal classification using MICA

Journals
Ganesh R. Naik, Dinesh K Kumar
Journal of Electrical Engineering, Volume 61, Issue 2, Pages 93-99, Journal Ranking Q3, Impact Factor 0.8
Publication year: 2010

Features of sEMG based on source separation and fractal properties to detect wrist movements

Journals
Sridhar P Arjunan, Dinesh K Kumar, Ganesh R. Naik
Journal Biomedical Engineering: Applications, Basis and Communications, Volume 22, Issue 04, Pages 293-300, Publisher National Taiwan University, Journal Ranking Q3, Impact Factor 0.9
Publication year: 2010

Classification of low level surface electromyogram using independent component analysis

Journals
Ganesh R. Naik, Dinesh K Kumar, Marimuthu Palaniswami
IET signal processing, Volume 4, Issue 5, Pages 479-487, Publisher IET Digital Library, Journal Ranking Q2, Impact Factor 1.7
Publication year: 2010

Twin SVM for gesture classification using the surface electromyogram

Journals
Ganesh R. Naik, Dinesh K Kumar, Jayadeva
IEEE Transactions on Information Technology in Biomedicine (IEEE Journal of Biomedical and Health Informatics), Volume 14, Issue 2, Pages 301-308, Publisher IEEE, Journal Q1, Impact Factor 7.7
Publication year: 2009

Recent Advances in Biomedical Engineering

Books
Ganesh R. Naik
INTECH Open Access Publisher
Publication year: 2009

Determining number of independent sources in undercomplete mixture

Journals
Ganesh R. Naik, Dinesh K Kumar
EURASIP Journal on Advances in Signal Processing, Volume 2009, Pages 1-5, Publisher Springer International Publishing, Journa Ranking Q2, Impact Factor 1.9
Publication year: 2009

Source Identification and Separation Using Global Matrix Parameters of ICA

Conference Publicaitons
Ganesh R. Naik, Dinesh K. Kumar, Marimuthu Palaniswami
IEEE 8th International Conference on Computer and Information Technology Workshops, Sydney, NSW, Australia, 2008, pp. 700-705, doi: 10.1109/CIT.2008.Workshops.58.
Publication year: 2008

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

Conference Publicaitons
Ganesh R. Naik, Dinesh K. Kumar, Marimuthu Palaniswami
8th IEEE International Conference on Computer and Information Technology, Sydney, NSW, Australia, 2008, pp. 700-705, doi: 10.1109/CIT.2008.4594760. G. R. Naik, D. K. Kumar and M. Palaniswami, "Multi run ICA and surface EMG based signal processing system for recognising hand gestures," , Sydney, NSW, Australia, 2008, pp. 700-705, doi: 10.1109/CIT.2008.4594760.
Publication year: 2008

Limitations and applications of ICA for surface electromyogram for identifying hand gestures

Journals
Limitations and applications of ICA for surface electromyogram for identifying hand gestures
International Journal of Computational Intelligence and Applications, Volume 7, Issue 03, Pages 281-300, Publisher Imperial College Press, Journal Ranking Q3, Impact Factor 1.8
Publication year: 2008

Independent component approach to the analysis of hand gesture sEMG and facial sEMG

Journals
Ganesh R. Naik, Dinesh K Kumar, Sridhar P Arjunan, Marimuthu Palaniswami
Biomedical Engineering: Applications, Basis and Communications, Volume 20, Issue 02, Pages 83-93, Publisher National Taiwan University, Journal Ranking Q3, Impact Factor 0.9
Publication year: 2008

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

Conference Publicaitons
Ganesh R. Naik, Dinesh K. Kumar, Hans Weghorn, Marimuthu Palaniswami
9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Glenelg, SA, Australia, 2007, pp. 30-37, doi: 10.1109/DICTA.2007.4426772.
Publication year: 2007

Performance comparison of ICA algorithms for Isometric Hand gesture identification using Surface EMG

Conference Publicaitons
Ganesh R. Naik, Dinesh K. Kumar, Hans Weghorn
3rd International Conference on Intelligent Sensors, Sensor Networks and Information, Melbourne, VIC, Australia, 2007, pp. 613-618, doi: 10.1109/ISSNIP.2007.4496913.
Publication year: 2007

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

Conference Publicaitons
Ganesh R. Naik, Dinesh K. Kumar, Sridhar P. Arjunan, Hans Weghorn, Marimuthu Palaniswami
th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007), Glenelg, SA, Australia, 2007, pp. 15-22, doi: 10.1109/DICTA.2007.4426770.
Publication year: 2007

ICA based identification of sources in sEMG

Conference Publicaitons
Ganesh R. Naik, Dinesh K. Kumar, Hans Weghorn
3rd International Conference on Intelligent Sensors, Sensor Networks and Information, Melbourne, VIC, Australia, 2007, pp. 619-624, doi: 10.1109/ISSNIP.2007.4496914.
Publication year: 2007

Limitations and Applications of ICA for Surface Electromyogram

Conference Publicaitons
Ganesh R Naik, Dinesh K Kumar, Sridhar P Arjunan, M Palaniswami, Rezaul Begg
International Conference of the IEEE Engineering in Medicine and Biology Society, New York, NY, USA, 2006, pp. 5739-5742, doi: 10.1109/IEMBS.2006.259844
Publication year: 2006