Publications by Kumar, D

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Books (3)
Kumar, D, Poosapadi Arjunan, S and Aliahmad, B 2016, Fractals: Applications in Biological Signalling and Image Processing, CRC Press, Unites States. 156  
Kumar, D and Poosapadi Arjunan, S 2015, Human-computer interface technologies for the motor impaired, CRC Press, United States. 170  
Bastos-Filho, T, Kumar, D and Poosapadi Arjunan, S 2014, Devices for mobility and manipulation for people with reduced abilities, CRC Press, Boca Raton, United States. 463  
Book Chapters (6)
Che Azemin, M, Hamid, F, Wang, J, Kawasaki, R and Kumar, D 2016, 'Box-counting fractal dimension algorithm variations on retina images' in Hamzah Asyrani Sulaiman, Mohd Azlishah Othman, Mohd Fairuz Iskandar Othman, Yahaya Abd Rahim and Naim Che Pee (ed.) Advanced Computer and Communication Engineering Technology, Springer, Germany, pp. 337-343. 130   0
Poosapadi Arjunan, S and Kumar, D 2016, 'Fractals and Electromyograms' in Antonio Di Ieva (ed.) The Fractual Geometry of the Brain, Springer, New York, United States, pp. 445-455. 140   64
Poosapadi Arjunan, S, Yau, W and Kumar, D 2014, 'Evaluating video and facial muscle activity for a better assistive technology: A silent speech based HCI' in V. K. Mago and V. Dabbaghian (ed.) Computational Models of Complex Systems, Springer Inter national Publishing, Switzerland, pp. 89-104. 140   0
Naik, G, Kumar, D and Poosapadi Arjunan, S 2012, 'ICA as pattern recognition technique for gesture identification: A study using bio-signal' in Vijay Kumar Mago and Nitin Bhatia (ed.) Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies, IGI Global, Australia, pp. 367-387. 170  
Poosapadi Arjunan, S, Kumar, D, Weghorn, H and Naik, G 2012, 'Facial muscle activity patterns for recognition of utterances in native and foreign language: testing for its reliability and flexibility' in Vijay Kumar Mago and Nitin Bhatia (ed.) Cross-Disciplinary Applications of Artificial Intelligence and Pattern Recognition: Advancing Technologies, IGI Global, Hershey, United States, pp. 212-231. 192   0
Yau, W, Kumar, D and Chinnadurai, T 2008, 'Lip-reading technique using spatio-temporal templates and support vector machines' in Jose Ruiz-Schulcloper; Walter G Kropatsch (ed.) Progress in Pattern Recognition, Image Analysis Applications, Springer, Germany, pp. 610-617. 181  
Journal Articles (105)
Ajaz, A, Aliahmad, B, Kumar, H, Sarossy, M and Kumar, D 2020, 'Association between Optical Coherence Tomography and Fluorescein Angiography based retinal features in the diagnosis of Macular Edema', Computers in Biology and Medicine, vol. 116, pp. 1-6. 4   0
Puzhavakkathu Madom Viswanatha, R, Poosapadi Arjunan, S, Bingham, A, Jelfs, B, Kempster, P, Raghav, S and Kumar, D 2019, 'Complexity Measures of Voice Recordings as a Discriminative Tool for Parkinson's Disease', Biosensors, vol. 10, no. 1, pp. 1-16. 2   1
Ajaz, A, Kumar, H, Aliahmad, B and Kumar, D 2019, 'The relationship between retinal vessel geometrical changes to incidence and progression of Diabetic Macular Edema', Informatics in Medicine Unlocked, vol. 16, pp. 1-7. 4   0
Rani, P, Aliahmad, B and Kumar, D 2019, 'Curve irregularity index for quantification of roughness in non-fractal curves', Physica A: Statistical Mechanics and its Applications, vol. 528, pp. 1-7. 17   0
Ajaz, A, Aliahmad, B, Kumar, H, Sarossy, M and Kumar, D 2019, 'Agreement study between color and IR retinal images based on retinal vasculature morphological parameters', BMC Ophthalmology, vol. 19, no. 1, pp. 1-9. 24   0
Zham, P, Kumar, D, Puzhavakkathu Madom Viswanatha, R, Wong, K, Nagao, K, Poosapadi Arjunan, S, Raghav, S and Kempster, P 2019, 'Effect of levodopa on handwriting tasks of different complexity in Parkinsons disease: a kinematic study', Journal of Neurology, vol. 266, no. 6, pp. 1376-1382. 6   1 40
Manjeri Keloth, S, PuzhavakkathuMadom Viswanathan, R, Jelfs, B, Poosapadi Arjunan, S, Raghav, S and Kumar, D 2019, 'Which Gait Parameters and Walking Patterns Show the Significant Differences Between Parkinson's Disease and Healthy Participants?', Biosensors, vol. 9, no. 2, pp. 1-1. 39   1 1
Kumar, D, Jelfs, B, Sui, X and Poosapadi Arjunan, S 2019, 'Prosthetic hand control: A multidisciplinary review to identify strengths, shortcomings, and the future', Biomedical Signal Processing and Control, vol. 53, pp. 1-31. 29   1 0
Zham, P, Raghav, S, Kempster, P, Poosapadi Arjunan, S, Wong, K, Nagao, K and Kumar, D 2019, 'A Kinematic Study of Progressive Micrographia in Parkinson's Disease', Frontiers in Neurology, vol. 10, pp. 1-8. 18   1 39
Khojasteh, P, Aliahmad, B and Kumar, D 2019, 'A novel color space of fundus images for automatic exudates detection', Biomedical signal processing and control, vol. 49, pp. 240-249. 40   1 0
Khojasteh, P, Junior, L, Carvalho, T, Rezende, E, Aliahmad, B, Papa, J and Kumar, D 2019, 'Exudate detection in fundus images using deeply-learnable features', Computers in Biology and Medicine, vol. 104, pp. 62-69. 48   10 84
Aliahmad, B, Tint, A, Poosapadi Arjunan, S, Rani, P, Kumar, D, Miller, J, Zajac, J, Wang, G and Ekinci, E 2018, 'Is Thermal Imaging a Useful Predictor of the Healing Status of Diabetes-Related Foot Ulcers? A Pilot Study', Journal of Diabetes Science and Technology, pp. 1-10. 35   17
Siddiqi, A, Poosapadi Arjunan, S and Kumar, D 2018, 'Computational model to investigate the relative contributions of different neuromuscular properties of tibialis anterior on force generated during ankle dorsiflexion', Medical and Biological Engineering and Computing, vol. 56, no. 8, pp. 1413-1423. 23   0
Ogrin, R, Puzhavakkathu Madom Viswanatha, R, Aylen, T, Wallace, F, Scott, J and Kumar, D 2018, 'Co-design of an evidence-based health education diabetes foot app to prevent serious foot complications: a feasibility study', Practical Diabetes, vol. 35, no. 6, pp. 203-209. 20   0
Poosapadi Arjunan, S, Tint, A, Aliahmad, B, Kumar, D, Shukla, R and Puzhavakkathu Madom Viswanatha, R 2018, 'High-Resolution Spectral Analysis Accurately Identifies the Bacterial Signature in Infected Chronic Foot Ulcers in People With Diabetes', International Journal of Lower Extremity Wounds, vol. 17, no. 2, pp. 78-86. 24   1 0
Khojasteh, P, Aliahmad, B and Kumar, D 2018, 'Fundus images analysis using deep features for detection of exudates, hemorrhages and microaneurysms', BMC Ophthalmology, vol. 18, no. 1, pp. 1-13. 31 61 11 0
Naik, G, Selvan, S, Poosapadi Arjunan, S, Acharyya, A, Kumar, D, Ramanujam, A and Nguyen, H 2018, 'An ICA-EBM-based sEMG classifier for recognizing lower limb movements in individuals with and without knee pathology', IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, no. 3, pp. 675-686. 34   8 1
Bingham, A, Poosapadi Arjunan, S, Jelfs, B and Kumar, D 2017, 'Normalised Mutual Information of High-Density Surface Electromyography during Muscle Fatigue', Entropy, vol. 19, no. 12, pp. 1-14. 26 43 5 1
Wijngaarden, P, Keel, S, Hodgson, L, Kumar, D, Aliahmad, B, Correa Paim, C, Kiely, K, Cherbuin, N, Anstey, K and Dirani, M 2017, 'Personality and total health through life project eye substudy: Methodology and baseline retinal features', Asia-Pacific Journal of Ophthalmology, vol. 6, no. 5, pp. 450-455. 46   1 0 0
Zham, P, Poosapadi Arjunan, S, Raghav, S and Kumar, D 2017, 'Efficacy of guided spiral drawing in the classification of Parkinson's Disease', IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 5, pp. 1648-1652. 54   13 30
Dhillon, A, Soni, S and Kumar, D 2017, 'Enhanced fluoride removal performance by Ce-Zn binary metal oxide: Adsorption characteristics and mechanism', Journal of Fluorine Chemistry, vol. 199, pp. 67-76. 56   16 Cited 2 times in Scopus2 0
Zham, P, Kumar, D, Dabnichki, P, Poosapadi Arjunan, S and Raghav, S 2017, 'Distinguishing different stages of Parkinson's disease using composite index of speed and pen-pressure of sketching a spiral', Frontiers in Neurology, vol. 8, 435, pp. 1-7. 135 53 11 242
Ghosh, D, Kumar, D, Poosapadi Arjunan, S, Siddiqi, A and Swaminathan, R 2017, 'A computational model to investigate the effect of pennation angle on surface electromyogram of Tibialis Anterior', Plos one, vol. 12, no. 12, pp. 1-24. 26 38 1 0
Radcliffe, P and Kumar, D 2016, 'Is problem-based learning suitable for engineering?', Australasian Journal of Engineering Education, vol. 21, no. 2, pp. 81-88. 101   0 0
Hadoux, X, Kumar, D, Sarossy, M, Rogers, J and Gorretta, N 2016, 'Application-Dedicated Selection of Filters (ADSF) using covariance maximization and orthogonal projection', Analytica Chimica Acta, vol. 921, pp. 1-12. 95   0 0
Aliahmad, B, Kumar, D and Jain, R 2016, 'Automatic analysis of retinal vascular parameters for detection of diabetes in Indian patients with no retinopathy sign', International Scholarly Research Notices, 8423289, pp. 1-6. 117 55 0
Siddiqi, A, Poosapadi Arjunan, S and Kumar, D 2016, 'Effect of toe extension on EMG of triceps surae muscles during isometric dorsiflexion', Biomedical Engineering / Biomedizinische Technik, vol. 61, no. 6, pp. 607-610. 141   1 0
Poosapadi Arjunan, S, Kumar, D and Panigrahi, B 2016, 'Recognition of finger/hand grip mechanism by computing S-transform features of surface electromyogram signal from healthy and amputee', Journal of Mechanics in Medicine and Biology, vol. 16, no. 6, 1650076, pp. 1-11. 174   2 Cited 1 times in Scopus1 0
Siddiqi, A, Poosapadi Arjunan, S and Kumar, D 2016, 'Age-associated changes in the spectral and statistical parameters of surface electromyogram of tibialis anterior', BioMed Research International, vol. 2016, 7159701, pp. 1-6. 181 47 1 0 1
Unnikrishnan, P, Kumar, D, Poosapadi Arjunan, S, Kumar, H, Mitchell, P and Kawasaki, R 2016, 'Development of health parameter model for risk prediction of CVD using SVM', Computational and Mathematical Methods in Medicine, vol. 2016, no. 2016, pp. 1-7. 154 57 7 Cited 1 times in Scopus1 0
Siddiqi, A, Poosapadi Arjunan, S and Kumar, D 2016, 'Difference in age-related changes in surface electromyogram of tibialis anterior and triceps surae', Biomedical Physics and Engineering Express, vol. 2, no. 4, pp. 1-8. 93   0
Poosapadi Arjunan, S, Kumar, D and Jayadeva, J 2016, 'Fractal and twin SVM-based handgrip recognition for healthy subjects and trans-radial amputees using myoelectric signal', Biomedizinische Technik (Biomedical Engineering), vol. 61, no. 1, pp. 87-94. 58   3 Cited 1 times in Scopus1 0
Siddiqi, A, Poosapadi Arjunan, S and Kumar, D 2015, 'Improvement of isometric dorsiflexion protocol for assessment of tibialis anterior muscle', MethodsX, vol. 2, pp. 107-111. 73 47 Cited 4 times in Scopus4 0
Radcliffe, P and Kumar, D 2015, 'Sensorless speed measurement for brushed DC motors', IET Power Electronics, vol. 8, no. 11, pp. 2223-2228. 110   14 Cited 8 times in Scopus8 0
Poosapadi Arjunan, S, Kumar, D, Wheeler, K, Shimada, H and Siddiqi, A 2015, 'Effect of number of motor units and muscle fibre type on surface electromyogram', Medical and Biological Engineering and Computing, vol. 54, no. 4, pp. 575-582. 176   6 Cited 2 times in Scopus2 0
Poosapadi Arjunan, S, Kumar, D and Naik, G 2015, 'Independence between two channels of surface electromyogram signal to measure the loss of motor units', Measurement Science Review, vol. 15, no. 3, pp. 152-155. 48 46 8 0
Castro, M, Poosapadi Arjunan, S and Kumar, D 2015, 'Selection of suitable hand gestures for reliable myoelectric human computer interface', BioMedical Engineering OnLine, vol. 14, no. 30, pp. 1-11. 122 53 16 1
Aliahmad, B, Kumar, D, Hao, H, Unnikrishnan, P, Che Azemin, M, Kawasaki, R and Mitchell, P 2014, 'Zone specific fractal dimension of retinal images as predictor of stroke incidence', Scientific World Journal, vol. 2014, 467462, pp. 1-7. 120 55 Cited 4 times in Scopus4 0
Naik, G, Kumar, D and Palaniswami, M 2014, 'Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis', Expert Systems, vol. 31, no. 1, pp. 91-99. 72   Cited 28 times in Scopus28 0
Ferrari de Castro, M, Colombini, E, Junior, P, Poosapadi Arjunan, S and Kumar, D 2014, 'sEMG feature evaluation for identification of elbow angle resolution in graded arm movement', BioMedical Engineering OnLine, vol. 13, no. 155. 102 49 3 0
Poosapadi Arjunan, S, Kumar, D and Naik, G 2014, 'Computation and evaluation of features of surface electromyogram to identify the force of muscle contraction and muscle fatigue', BioMed Research International, 197960, pp. 1-6. 140 58 21 Cited 12 times in Scopus12
Aliahmad, B, Kumar, D, Sarossy, M and Jain, R 2014, 'Relationship between diabetes and grayscale fractal dimensions of retinal vasculature in the Indian population', BMC Ophthalmology, vol. 14, no. 152, pp. 1-6. 100   15 Cited 9 times in Scopus9 1
Che Azemin, M, Abdul-Hamid, F, Aminuddin, A, Wang, J, Kawasaki, R and Kumar, D 2013, 'Age-related rarefaction in retinal vasculature is not linear', Experimental Eye Research, vol. 116, pp. 355-358. 187   0
Poosapadi Arjunan, S and Kumar, D 2013, 'Motor unit synchronization as a measure of localized muscle fatigue', International Journal of Biomedical and Clinical Engineering (IJBCE), vol. 2, no. 1, pp. 39-49. 86   0
Kumar, D and Unnikrishnan, P 2013, 'Class specific feature selection for identity validation using dynamic signatures', Journal of Biometrics and Biostatistics, vol. 4, no. 2, pp. 1000160-1-1000160-5. 158 52 0
Poosapadi Arjunan, S, Kumar, D, Wheeler, K and Hirokazu, S 2013, 'Spectral properties of surface electromyogram signal and change in muscle conduction velocity during isometric muscle contraction', Signal, Image and Video Processing, pp. 1-6. 111   0 0
Kumar, D, Aliahmad, B, Hao, H, Che Azemin, M and Kawasaki, R 2013, 'A method for visualization of fine retinal vascular pulsation using nonmydriatic fundus camera synchronized with electrocardiogram', ISRN Ophthalmology, vol. 2013, 865834, pp. 1-9. 198   0
Trucco, E, Ruggeri, A, Karnowski, T, Giancardo, L, Chaum, E, Hubschman, J, al-Diri, B, Cheung, C, Wong, D, Abramoff, M, Lim, G, Kumar, D, Burlina, P, Bressler, N, Jelinek, H, Meriaudeau, F, Quellec, G, MacGillivray, T and Dhillon, B 2013, 'Validating retinal fundus image analysis algorithms: Issues and a proposal', Investigative Ophthalmology & Visual Science, vol. 54, no. 5, pp. 3546-3559. 169   72 Cited 52 times in Scopus52 1
Kumar, D, Poosapadi Arjunan, S and Singh, V 2013, 'Towards identification of finger flexions using single channel surface electromyography - able bodied and amputee subjects', Journal of NeuroEngineering and Rehabilitation, vol. 10, no. 1, pp. 1-7. 107 57 11 Cited 11 times in Scopus11 1
Poosapadi Arjunan, S and Kumar, D 2012, 'Computation of fractal features based on the fractal analysis of surface electromyogram to estimate force of contraction of different muscles', Computer Methods in Biomechanics and Biomedical Engineering, vol. online, pp. 1-7. 151   0
Shaikh, A, Kumar, D and Gubbi, J 2012, 'Automatic visual speech segmentation and recognition using directional motion history images and Zernike moments', The Visual Computer: international journal of computer graphics, vol. Online, pp. 1-14. 139   0 0
Kumar, D, Aliahmad, B and Hao, H 2012, 'Retinal vessel diameter measurement using unsupervised linear discriminant analysis', ISRN Ophthalmology, vol. 2012, 151369, pp. 1-7. 58 46
Kalra, C, Kumar, D and Poosapadi Arjunan, S 2012, 'Age and gender related differences in surface electromyograms for various force levels of contraction', Journal of Medical and Biological Engineering, vol. 32, no. 6, pp. 405-410. 198   0
Poosapadi Arjunan, S and Kumar, D 2012, 'Age-associated changes in muscle activity during isometric contraction', Muscle and Nerve, vol. Online. 275   0
Naik, G and Kumar, D 2012, 'Subtle electromyographic pattern recognition for finger movements: A pilot study using BSS techniques', Journal of Mechanics in Medicine and Biology, vol. 12, no. 4, pp. 1-19. 88   9 Cited 9 times in Scopus9 0
Hao, H, Sasongko, M, Wong, T, Che Azemin, M, Aliahmad, B, Hodgson, L, Kawasaki, R, Cheung, C, Wang, J and Kumar, D 2012, 'Does retinal vascular geometry vary with cardiac cycle?', Investigative Ophthalmology and Visual Science, vol. 53, no. 9, pp. 5799-5805. 119   24 0
Che Azemin, M, Kumar, D, Wong, T, Wang, J, Mitchell, P, Kawasaki, R and Wu, H 2012, 'Age-related rarefaction in the fractal dimension of retinal vessel', Neurobiology of Aging, vol. 33, no. 1, pp. 194.e1-194.e4. 299   36 Cited 38 times in Scopus38 0
Naik, G and Kumar, D 2011, 'Indicator of the quality of the sensor set up: A study using surface EMG on sub-band ICA', International Journal of Innovative Computing, Information and Control, vol. 7, no. 3, pp. 1285-1298. 70   1 Cited 3 times in Scopus3
Kumar, D, Poosapadi Arjunan, S and Naik, G 2011, 'Measuring increase in synchronization to identify muscle endurance limit', IEEE transactions on neural systems and rehabilitation engineering, vol. 19, no. 5. 107  
Naik, G and Kumar, D 2011, 'Dimensional reduction using blind source separation for identifying sources', International Journal of Innovative Computing, Information and Control, vol. 7, no. 2, pp. 989-1000. 189  
Naik, G, Kumar, D and Poosapadi Arjunan, S 2011, 'Towards classification of low level finger movements using forearm muscle activation: a comparative study based on ICA and fractal theory', International Journal of Biomedical Engineering and Technology, vol. 6, no. 2, pp. 150-162. 114   Cited 8 times in Scopus8 0
Shaikh, A, Kumar, D and Gubbi, J 2011, 'Visual speech recognition using optical flow and support vector machines', International Journal of Computational Intelligence and Applications, vol. 10, no. 2, pp. 167-187. 139   Cited 2 times in Scopus2 0
Naik, G and Kumar, D 2011, 'Improving the quality of the audio sources using Gaussianity reduction technique', International Journal of Electronics, vol. 98, no. 7, pp. 949-959. 55   3 Cited 3 times in Scopus3 0
Naik, G and Kumar, D 2011, 'Estimation of independent and dependent components of non-invasive EMG using fast ICA: validation in recognising complex gestures', Computer Methods In Biomechanics And Biomedical Engineering, vol. 14, no. 12, pp. 1105-1111. 132   20 Cited 21 times in Scopus21 0
Naik, G and Kumar, D 2011, 'Dimensional Reduction Using Blind Source Separation For Identifying Sources', International Journal of Innovative Computing Information and Control, vol. 7, no. 2, pp. 989-1000. 151   10 Cited 11 times in Scopus11
Kawasaki, R, Che Azemin, M, Kumar, D, Tan, A, Liew, G, Wong, W, Mitchell, P and Wang, T 2011, 'Fractal dimension of the retinal vasculature and risk of stroke: A nested case-control study', Neurology, vol. 76, no. 20, pp. 1766-1767. 141 459 52 Cited 41 times in Scopus41 3
Poosapadi Arjunan, S and Kumar, D 2011, 'Fractal properties of surface electromyogram for classification of low-level hand movements from single channel forearm muscle activity', Journal of Mechanics in Medicine and Biology (JMMB), vol. 11, no. 3, pp. 581-590. 236   5 Cited 10 times in Scopus10 0
Naik, G and Kumar, D 2011, 'An overview of independent component analysis and its applications', Informatica, vol. 35, no. 1, pp. 63-81. 138   Cited 83 times in Scopus83
Poosapadi Arjunan, S, Weghorn, H and Kumar, D 2011, 'Reliability and variability in facial electromyography for identification of speech and for human computer control: an experimental study', International Journal of Medical Engineering and Informatics (IJMEI), vol. 3, no. 4, pp. 311-330. 130   Cited 3 times in Scopus3 0
Naik, G, Poosapadi Arjunan, S and Kumar, D 2011, 'Applications of ICA and fractal dimension in sEMG signal processing for subtle movement analysis: a review', Australasian Physical & Engineering Sciences in Medicine, vol. 34, no. 2, pp. 179-193. 256   24 0 0
Naik, G and Kumar, D 2010, 'Identification of hand and finger movements using multi run ICA of surface electromyogram', Journal of Medical Systems, vol. 36, no. 2, pp. 841-851. 66   31 Cited 26 times in Scopus26 0
Wheeler, K, Kumar, D and Shimada, H 2010, 'An accurate bicep muscle model with sEMG and muscle force outputs', Journal of Medical and Biological Engineering, vol. 30, no. 6, pp. 393-398. 298   Cited 12 times in Scopus12 0
Poosapadi Arjunan, S, Kumar, D, Poon, W, Rudolph, H and Hu, Y 2010, 'Variability in surface electromyogram during gait analysis of low back pain patients', Journal of Medical and Biological Engineering, vol. 30, no. 3, pp. 133-138. 308 865 6 Cited 5 times in Scopus5
Naik, G and Kumar, D 2010, 'Hybrid feature selection for myoelectric signal classification using mica', Journal of Electrical Engineering-Elektrotechnicky Casopis, vol. 61, no. 2, pp. 93-99. 93   2 Cited 5 times in Scopus5
Naik, G and Kumar, D 2010, 'Inter-experimental discrepancy in facial muscle activity during vowel utterance', Computer Methods in Biomechanics and Biomedical Engineering, vol. 13, no. 2, pp. 215-223. 78   1 Cited 1 times in Scopus1 0
Poosapadi Arjunan, S and Kumar, D 2010, 'Decoding subtle forearm flexions using fractal features of surface Electromyogram from single and multiple sensors', Journal of NeuroEngineering and Rehabilitation, vol. 7, no. 53, pp. 1-26. 214 51 45 Cited 32 times in Scopus32 0
Naik, G, Kumar, D, Weghorn, H and Poosapadi Arjunan, S 2010, 'Source separation techniques for optimal electrode configurations: A study on electromyography', Journal of Medical and Biological Engineering, vol. 30, no. 6, pp. 367-372. 126   2 Cited 2 times in Scopus2 0
Naik, G, Kumar, D and Palaniswami, M 2010, 'Classification of low level surface electromyogram using independent component analysis', IET Signal Processing, vol. 4, no. 5, pp. 479-487. 137   6 Cited 5 times in Scopus5 0
Naik, G, Kumar, D and Poosapadi Arjunan, S 2010, 'Pattern classification of Myo-Electrical signal during different maximum voluntary contractions: A study using BSS techniques', Measurement Science Review, vol. 10, no. 1, pp. 1-6. 79 41 21 Cited 24 times in Scopus24 0
Che Azemin, M, Kumar, D, Wong, T, Kawasaki, R, Mitchell, P and Wang, J 2010, 'Robust methodology for fractal analysis of the retinal vasculature', IEEE transactions on Medical Imaging, vol. 30, no. 2, pp. 243-250. 122 879 44 Cited 38 times in Scopus38 3
Naik, G and Kumar, D 2010, 'Identification of hand and finger movements using multi run ICA of surface electromyogram', Journal of Medical Systems, vol. online, pp. 1-11. 87   31 0
Poosapadi Arjunan, S, Kumar, D and Naik, G 2010, 'Features of sEMG based on source separation and fractal properties to detect wrist movements', Biomedical Engineering: Applications, Basis and Communications, vol. 22, no. 4, pp. 293-300. 107   2 Cited 6 times in Scopus6 0
Naik, G, Kumar, D and Jayadeva, J 2010, 'Twin SVM for gesture classification using the surface electromyogram test addition', IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 2, pp. 301-308. 265   75 Cited 74 times in Scopus74 0
Naik, G, Kumar, D and Jayadeva, J 2010, 'Hybrid independent component analysis and twin support vector machine learning scheme for subtle gesture recognition', Biomedical Technology, vol. 55, no. 5, pp. 301-307. 89   8 Cited 8 times in Scopus8 0
Naik, G, Kumar, D and Jayadeva, J 2010, 'Hybrid independent component analysis and twin support vector machine learning scheme for subtle gesture recognition', Biomedical Technology, vol. 55, no. 5, pp. 301-307. 91   8 Cited 8 times in Scopus8 0
Naik, G and Kumar, D 2009, 'Determining number of independent sources in undercomplete mixture', Eurasip Journal on Advances in Signal Processing, vol. 2009, no. Article ID: 694850, pp. 1-5. 138 42 Cited 11 times in Scopus11 0
Naik, G, Kumar, D and Palaniswami, M 2008, 'Surface EMG based hand gesture identification using semi blind ICA: Validation of ICA matrix analysis', Electromyography and Clinical Neurophysiology, vol. 48, pp. 169-180. 89   Cited 6 times in Scopus6
Yau, W, Kumar, D and Hans, W 2008, 'Vision-based technique for secure recognition of voice-less commands', International Journal of electronic Security and digital Forensics, vol. 1, no. 4, pp. 323-335. 216   0
Djuwari, D, Kumar, D, Naik, G and Poosapadi Arjunan, S 2008, 'Limitations and applications of ICA for surface electromyogram for identifying hand gestures', International Journal of Computational Intelligence and Applications, vol. 7, no. 3, pp. 281-300. 98   Cited 2 times in Scopus2 0
Yau, W, Kumar, D and Poosapadi Arjunan, S 2008, 'Visual speech recognition using dynamic features and support vector machines', International Journal of Image and Graphics, vol. 8, no. 3, pp. 419-437. 256   0
Naik, G, Kumar, D, Poosapadi Arjunan, S and Palaniswami, M 2008, 'Independent component approach to the analysis of hand gesture sEMG and facial sEMG', Biomedical Engineering-Applications Basis Communications, vol. 20, no. 2, pp. 83-93. 86   1 Cited 1 times in Scopus1
Kamei, K, Kumar, D and Polus, B 2007, 'Reliability and validity of surface emectromyography (SEMG) to study the funcational status of lumbar paraspinal muscles during execution of the unsupported sitting posture', Chiropractic Journal of Australia, vol. 37, no. 1, pp. 30-37. 151  
Singh, V, Kumar, D, Polus, B and Fraser, S 2007, 'Strategies to identify changes in SEMG due to muscle fatigue during cycling', Journal of Medical Engeneering and Technology, vol. 31, no. 2, pp. 144-151. 155   Cited 12 times in Scopus12 0
Yau, W, Kumar, D and Poosapadi Arjunan, S 2007, 'Visual recognition of speech consonants using facial movement features', Integrated Computer-Aided Engineering, vol. 14, no. 1, pp. 49-61. 218   17 Cited 18 times in Scopus18
Djuwari, D, Kumar, D, Naik, G, Poosapadi Arjunan, S and Palaniswami, M 2006, 'Limitations and Applications of ICA for Surface Electromyogram', Electromyography and Clinical Neurophysiology, vol. 46, no. 5, pp. 295-309. 150   Cited 6 times in Scopus6
McLachlan, N, Kumar, D and Becker, J 2006, 'Wavelet classification of indoor environmental sound sources', International Journal of Wavelets, Multiresolution and Information Processing, vol. 4, no. 1, pp. 81-96. 243   Cited 5 times in Scopus5 0
Kumar, S and Kumar, D 2005, 'Visual hand gestures classification using wavelet transform and moment based features', International Journal of Wavelets, Multiresolution and Information Processing, vol. 3, pp. 79-101. 323   0
Sharma, A, Kumar, D, Sanjay, K and McLachlan, N 2004, 'Wavelet histograms for gesture classification', International Journal of Wavelets, Multiresolution and Information Processing, vol. 2, no. 3, pp. 283-298. 137  
Abdul-Latif, A, Cosic, I, Kumar, D, Polus, B, Pah, N and Djuwari, D 2004, 'EEG coherence changes between right and left motor cortical areas during voluntary muscular contraction', Australasian Physical and Engineering Sciences in Medicine, vol. 27, no. 1, pp. 11-15. 201   Cited 4 times in Scopus4
Sharma, A and Kumar, D 2004, 'Moments and wavelets for classification of human gestures represented by spatio-temporal templates', Lecture Notes in Computer Science, vol. 3339, pp. 215-226. 63   Cited 6 times in Scopus6 45
Kumar, D, Kumar, S, Sharma, A and McLachlan, N 2003, 'Visual hand gestures classification using wavelet transforms', International Journal of Wavelets, Multiresolution and Information Processing, vol. 1, no. 4, pp. 373-392. 232   0
Dinesh, K and Pah, N 2003, 'Thresholding wavelet networks for signal classification', International Journal of Wavelets, Multiresolution and Information Processing, vol. 1, no. 3, pp. 243-261. 212   0
Dinesh, K, Alemu, M and Bradley, A 2003, 'Time-frequency analysis of SEMG - With special consideration to the interelectrode spacing', IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 11, no. 4, pp. 341-345. 342   Cited 27 times in Scopus27 0
Kumar, D, Pah, N and Bradley, A 2003, 'Wavelet analysis of surface electromyography to determine muscle fatigue', IEEE Transactions on Neural Systems and Rehabilitation, vol. 11, no. 4, pp. 400-406. 255   Cited 103 times in Scopus103 0
Sharma, A, Kumar, D, Kumar, S and McLachlan, N 2002, 'Classification of human gestures using temporal templates and artificial neural networks', Australian Journal of Intelligent Information Processing Systems, vol. 8, no. 1, pp. 43-49. 124  
Conference Papers (117)
Bingham, A, Jelfs, B, Poosapadi Arjunan, S and Kumar, D 2018, 'Identifying Noisy Electrodes in High Density Surface Electromyography Recordings Through Analysis of Spatial Similarities', in 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, USA, 18-21 July 2018, pp. 2325-2328. 19  
Poosapadi Arjunan, S and Kumar, D 2018, 'Measuring complexity in different muscles during sustained contraction using fractal properties of SEMG signal', in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, United States, 18-21 July 2018, pp. 5656-5659. 14   0
Khojasteh, P, Aliahmad, B, Poosapadi Arjunan, S and Kumar, D 2018, 'Introducing a Novel Layer in Convolutional Neural Network for Automatic Identification of Diabetic Retinopathy', in Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu, Hawaii, United States, 18-21 July 2018, pp. 5938-5941. 18   0
Khojasteh, P, Puzhavakkathu Madom Viswanatha, R, Aliahmad, B, Ragnav, S, Zham, P and Kumar, D 2018, 'Parkinson's Disease Diagnosis Based on Multivariate Deep Features of Speech Signal', in Proceedings of the 2nd IEEE Life Sciences Conference (LSC 2018), Montreal, Quebec, Canada, 28-30 October 2018, pp. 187-190. 43   0
Puzhavakkathu Madom Viswanatha, R, Khojasteh, P, Aliahmad, B, Poosapadi Arjunan, S, Ragnav, S, Kempster, P, Wong, K, Nagao, J and Kumar, D 2018, 'Efficiency of Voice Features Based on Consonant for Detection of Parkinson's Disease', in Proceedings of the 2nd IEEE Life Sciences Conference (LSC 2018), Montreal, Quebec, Canada, 28-30 October 2018, pp. 49-52. 37   0
Manjeri Keloth, S, Poosapadi Arjunan, S and Kumar, D 2017, 'Computing the variations in the self-similar properties of the various gait intervals in Parkinson disease patients', in Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2017), Jeju Island, South Korea, 11-15 July 2017, pp. 2434-2437. 42   0
Bingham, A, Poosapadi Arjunan, S and Kumar, D 2017, 'Measuring the interactions between different locations in a muscle to monitor localized muscle fatigue', in Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2017), Jeju Island, South Korea, 11-15 July 2017, pp. 3461-3464. 116   0
Kumar, D and Radcliffe, P 2017, 'Problem basedl learning for engineering', in Jim Patton (ed.) Proceedings of the 39th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea, South Korea, 11-15 July 2017, pp. 25-29. 32   0
Rani, P, Aliahmad, B and Kumar, D 2017, 'A novel approach for quantification of contour irregularities of diabetic foot ulcers and its association with ischemic heart disease', in Jim Patton (ed.) Proceedings of the 39th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea, 11-15 July 2017, pp. 1437-1440. 33   0
Ajaz, A, Aliahmad, B and Kumar, D 2017, 'A novel method for segmentation of infrared scanning laser ophthalmoscope (IR-SLO) images of retina', in Jim Patton (ed.) Proceedings of the 39th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea, 11-15 July 2017, pp. 356-359. 34   0
Bingham, A, Poosapadi Arjunan, S and Kumar, D 2016, 'Estimating the progression of muscle fatigue based on dependence between motor units using high density surface electromyogram', in Proceedings of the IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2016), Orlando, Florida, United States, 16-20 August 2016, pp. 3654-3657. 95  
Nazarzadeh, K, Poosapadi Arjunan, S, Kumar, D and Das, D 2016, 'Non-invasive detection of the freezing of gait in Parkinson's disease using spectral and wavelet features', in Proceedings of the IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2016), Orlando, Florida, United States, 16-20 August 2016, pp. 876-879. 143  
Aliahmad, B and Kumar, D 2016, 'Adaptive Higuchi's dimension-based retinal vessel diameter measurement', in Proceedings of the IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2016), Orlando, Florida, United States, 16-20 Aug. 2016, pp. 1308-1311. 134  
Soman, S, Jayadeva, J, Poosapadi Arjunan, S and Kumar, D 2016, 'Improved sEMG signal classification using the twin SVM', in Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), Budapest, Hungary, 9-12 October 2016, pp. 1-6. 49   0
Siddiqi, A, Poosapadi Arjunan, S and Kumar, D 2016, 'Age related neuromuscular changes in sEMG of m. Tibialis Anterior using higher order statistics (Gaussianity and linearity test)', in Proceedings of the IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC 2016), Orlando, Florida, United States, 16-20 August 2016, pp. 3638-3641. 43   0
Poosapadi Arjunan, S and Kumar, D 2015, 'Effect of age on changes in motor units functional connectivity', in Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milan, Italy, 25-29 August 2015, pp. 2900-2903. 138   0
Siddiqi, A, Kumar, D and Poosapadi Arjunan, S 2015, 'Age-related motor unit remodeling in the Tibialis Anterior', in Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milan, Italy, 25-29 August 2015, pp. 6090-6093. 52   0
Hao, H, Kumar, D and Aliahmad, B 2014, 'Measured vessel length in retinal vessel diameter measurement', in Dinesh K Kumar, Teodiano Freire Bastos (ed.) Proceedings of the 5th ISSNIP-IEEE Biosignals and Biorobotics Conference (2014) : Biosignals and Robotics for Better and Safer Living (BRC), Salvador, Brazil, 26-28 May 2014, pp. 1-5. 94   0 0
Siddiqi, A, Kumar, D and Poosapadi Arjunan, S 2014, 'A model for generating surface EMG signal of m. Tibialis Anterior', in Zhi-Pei Liang, Xiaochuan Pan, Leslie Ying (ed.) Proceedings of the 36th Annual International Conference of the Engineering in Medicine and Biology Society, Chicago, United States, 26-30 August 2014, pp. 106-109. 175   0
Siddiqi, A, Kumar, D and Poosapadi Arjunan, S 2014, 'Surface EMG model for tibialis anterior muscle with experimentally based simulation parameters', in Dinesh K Kumar, Teodiano Freire Bastos, (ed.) Proceedings of 5th ISSNIP-IEEE Biosignals and Biorobotics Conference (2014): Biosignals and Robotics for Better and Safer Living (BRC), Salvador, Brazil, 26-28 May 2014, pp. 156-160. 137   0 0
Bingham, A, Hadoux, X and Kumar, D 2014, 'Implementation of a safety system using IR and ultrasonic devices for mobility scooter obstacle collision avoidance', in Dinesh K Kumar, Teodiano Freire Bastos (ed.) Proceedings of the 5th ISSNIP-IEEE Biosignals and Biorobotics Conference (2014) : Biosignals and Robotics for Better and Safer Living (BRC), Salvador, Brazil, 26-28 May 2014, pp. 1-5. 113   Cited 1 times in Scopus1 0
Tello, R, Bastos-Filho, T, Frizera-Neto, A, Poosapadi Arjunan, S and Kumar, D 2013, 'Feature extraction and classification of sEMG signals applied to a virtual hand prosthesis', in Kenji Sunagawa and Masaaki Makikaw (ed.) Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, 3 - 7 July, 2013, pp. 1911-1914. 114  
Bastos-Filho, T, Tello, R, Poosapadi Arjunan, S, Shimada, H and Kumar, D 2013, 'Real-time control of finger and wrist movements in a virtual hand using traditional features of sEMG and Bayesian classifier', in Prof. Dinesh Kumar and Prof. A. G. Conceicao (ed.) Proceedings of 2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living (BRC 2013), Rio de Janeiro, Brazil, 18-20 February 2013, pp. 209-213. 97   Cited 1 times in Scopus1
Tan, A, Kumar, D, Poosapadi Arjunan, S and Jayadeva, J 2013, 'Computation and study of the low-frequency oscillation of surface electromyogram recorded in biceps during isometric upper limb contraction', in Kenji Sunagawa and Masaaki Makikawa (ed.) Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, 3 - 7 July, 2013, pp. 2128-2131. 101  
Poosapadi Arjunan, S, Wheeler, K, Shimada, H and Kumar, D 2013, 'Age related changes in the complexity of Surface EMG in biceps: A Model based study', in M. Palaniswami, V. Lumelsky (ed.) Proceedings of the 4th ISSNIP-IEEE Biosignals and Biorobotics Conference (BRC), 2013, Rio de Janeiro, Brazil, 18-20 February 2013, pp. 1-4. 104   Cited 9 times in Scopus9 0
Kumar, D, Hao, H, Aliahmad, B, Che Azemin, M and Kawasaki, R 2013, 'Mathematical verification of summary formula in retinal vessel diameter measurement', in M. Palaniswami, V. Lumelsky (ed.) Proceedings of the 4th ISSNIP-IEEE Biosignals and Biorobotics Conference (BRC), 2013, Rio de Janeiro, Brazil, 18-20 February 2013, pp. 1-4. 108   Cited 1 times in Scopus1 0
Tello, R, Bastos-Filho, T, Costa, R, Frizera-Neto, A, Poosapadi Arjunan, S and Kumar, D 2013, 'Towards sEMG classification based on Bayesian and k-NN to control a prosthetic hand', in M. Palaniswami, V. Lumelsky (ed.) Proceedings of the 4th ISSNIP-IEEE Biosignals and Biorobotics Conference (BRC), 2013, Rio de Janeiro, Brazil, 18-20 February 2013, pp. 1-6. 145   Cited 4 times in Scopus4 0
Tan, A, Kumar, D and Poosapadi Arjunan, S 2013, 'Investigation and analysis of low frequency of electromyogram during isometric contraction', in M. Palaniswami, V. Lumelsky (ed.) Proceedings of the 4th ISSNIP-IEEE Biosignals and Biorobotics Conference (BRC), 2013, Rio de Janeiro, Brazil, 18-20 February 2013, pp. 1-4. 95   0 0
Unnikrishnan, P, Kumar, D and Poosapadi Arjunan, S 2013, 'Class specific dynamic feature selection technique - Towards human movement based biometrics application', in M. Palaniswami, V. Lumelsky (ed.) Proceedings of the 4th ISSNIP-IEEE Biosignals and Biorobotics Conference (BRC), 2013, Rio de Janeiro, Brazil, 18-20 February 2013, pp. 1-4. 115   Cited 1 times in Scopus1 0
Unnikrishnan, P, Aliahmad, B, Kumar, D and Kawasaki, R 2013, 'Adaptive colour transformation of retinal images for stroke prediction', in K.Sunagawa, C. Roux, T. Tamura, N. Lovell, M. Makikawa (ed.) 35th Annual International Conference of the IEEE EMBS, Osaka, Japan, 3-7 July 2013, pp. 7384-7387. 249   0 0
Poosapadi Arjunan, S, Kumar, D, Bastos, T and Naik, G 2012, 'Investigation of age and gender related changes in force of isometric contraction, muscle endurance and muscle strength among young and old healthy people', in Dinesh K Kumar, M Palaniswami (ed.) Proceedings of ISSNIP Biosignals and Biorobotics Conference 2012, Manaus, Brazil, 9 - 11 January 2012, pp. 32-35. 118  
Naik, G, Kumar, D and Poosapadi Arjunan, S 2012, 'Measure of Increase in Motor unit synchronisaton for young and old using sEMG', in Dinesh K Kumar, M Palaniswami (ed.) Proceedings of ISSNIP Biosignals and Biorobotics Conference 2012, Manaus, Brazil, 9 - 11 January 2012, pp. 36-39. 89  
Aliahmad, B, Kumar, D, Janghorban, S, Che Azemin, M, Hao, H and Kawasaki, R 2012, 'Retinal vessel diameter measurement using multi-step regression method', in Dinesh K Kumar, M Palaniswami (ed.) Proceedings of ISSNIP Biosignals and Biorobotics Conference 2012, Manaus, Brazil, 9 - 11 January 2012, pp. 134-137. 115   Cited 4 times in Scopus4
Sahebjada, S, O'Connor, J, Weghorn, H, Poosapadi Arjunan, S and Kumar, D 2012, 'Real-time wheelchair control system using surface electromyographic signal analysis', in Piet Kommers, Pedro Isaías (ed.) Proceedings of the IADIS International Conference E-Society 2012, Berlin, Germany, 10/03/2012 - 13/03/2012, pp. 409-416. 167  
Hao, H, Kumar, D, Kawasaki, R, Che Azemin, M and Aliahmad, B 2012, 'Normal distribution of cardiac variation in retinal image measurement', in Dinesh K Kumar, M Palaniswami (ed.) Proceedings of ISSNIP Biosignals and Biorobotics Conference 2012, Manaus, Brazil, 9 - 11 January 2012, pp. 40-45. 117   Cited 2 times in Scopus2
Shokrollahi, M, Krishnan, S, Kumar, D and Poosapadi Arjunan, S 2012, 'Chin EMG analysis for REM sleep behavior disorders', in Dinesh K Kumar, M Palaniswami (ed.) Proceedings from ISSNIP Biosignals and Biorobotics Conference 2012, Manaus, Brazil, 9 - 11 January 2012, pp. 46-49. 121  
Bastos, T, Ferreira, A, Antencio, A, Poosapadi Arjunan, S and Kumar, D 2012, 'Evaluation of feature extraction techniques in emotional state recognition', in Debasis Samanta, Mriganka Sur (ed.) Proceedings of the 4th International Conference on Intelligent Human Computer Interaction (IHCI 2012), Kharagpur, India, 27-29 Dec. 2012, pp. 1-6. 213   Cited 24 times in Scopus24 0
Poosapadi Arjunan, S, Kumar, D and Bastos, T 2012, 'Fractal based complexity measure and variation in force during sustained isometric muscle contraction: Effect of aging', in Michael C.K. Khoo (ed.) Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC12), San Diego, United States, 28 August - 1 September, 2012, pp. 3484-3487. 168   0 0
Poosapadi Arjunan, S, Hans, W, O'Connor, J, Kumar, D, Sahebjada, S and Bastos, T 2012, 'Towards better real-time control of smart wheelchair using subtle finger movements via wireless (blue-tooth) interface', in Debasis Samanta (ed.) Proceedings of the 4th International Conference on Intelligent Human Computer Interaction (IHCI 2012), Kharagpur, India, 27-29 December , 2012, pp. 1-5. 287   Cited 1 times in Scopus1 0
Poosapadi Arjunan, S and Kumar, D 2012, 'Impact of vibration on the muscle endurance and fatigue during strengthening exercise', in Dinesh K Kumar, M Palaniswami (ed.) Proceedings of ISSNIP Biosignals and Biorobotics Conference 2012, Manaus, Brazil, 9 - 11 January 2012, pp. 130-133. 160  
Naik, G, Kumar, D and Poosapadi Arjunan, S 2011, 'Kurtosis and Negentropy investigation of Myo electric signals during different MVCs', in Professor Dinesh Kant Kumar & Professor M Palaniswami (ed.) 2011 ISSNIP Biosignals and Biorobotics Conference, Vitoria, Brazil, 6-8 January 2011, pp. 40-43. 69   Cited 11 times in Scopus11 0
Poosapadi Arjunan, S, Kumar, D, Wheeler, K, Shimada, H and Naik, G 2011, 'Spectral properties of surface EMG and muscle conduction velocity: A study based on sEMG model', in Biosignals and Biorobotics Conference (BRC), 2011 ISSNIP, Vitoria, Brazil, 6-8 January 2011, pp. 96-99. 174   Cited 2 times in Scopus2 0
Alemu, M, Poosapadi Arjunan, S and Kumar, D 2011, 'Observing Exercise Induced Heart Rate Variability Response', in Dinesh Kant Kumar, Professor M Palaniswami (ed.) 2011 ISSNIP Biosignals and Biorobotics Conference, Vitoria, Brazil, 6-8 January 2011, pp. 116-121. 155   0 0
Che Azemin, M and Kumar, D 2011, 'Estimating Retinal Vessel Diameter Change from the Vessel Cross-Section', in Assoc. Prof. Dr. Noor Azuan Abu Osman, Dr. Ahmad Khairi Abdul Wahab, Prof. Dr. Ir. Wan Abu Bakar Wan Abas, Dr. Hua-Nong Ting (ed.) BioMed 2011 IFMBE Proceedings Volume 35, Kuala Lumpur, Malaysia, 20-23 June 2011, pp. 655-658. 379   Cited 1 times in Scopus1 1
Naik, G and Kumar, D 2011, 'Evaluation of higher order statistics parameters for multi channel sEMG using different force levels', in Paolo Bonato (ed.) Proceedings of the 33rd Annual International Conference of the IEEE EMBS, Boston, United States, 30 August - 3 September 2011, pp. 3869-3872. 108   12 Cited 10 times in Scopus10 0
Aliahmad, B, Kumar, D, Janghorban, S, Che Azemin, M, Hao, H and Kawasaki, R 2011, 'Automatic retinal vessel profiling using multi-step regression method', in Paolo Bonato, Ph.D. (ed.) Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, United States, 30 August - 3 September 2011, pp. 2606-2609. 140   2 0 0
Poosapadi Arjunan, S, Kumar, D, Kalra, C, Burne, J and Bastos, T 2011, 'Effect of age and gender on the surface electromyogram during various levels of isometric contraction', in Paolo Bonato (ed.) Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Boston, United States, 30 August - 3 September 2011, pp. 3853-3856. 182   3 Cited 4 times in Scopus4 0
Wheeler, K, Kumar, D, Shimada, H, Poosapadi Arjunan, S and Kalra, C 2011, 'Surface EMG model of the bicep during aging: A preliminary study', in Paolo Bonato (ed.) Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Boston, United States, 30 August - 3 September 2011, pp. 7127-7130. 150   2 Cited 3 times in Scopus3 0
Che Azemin, M, Kumar, D, Sugavaneswaran, L and Krishnan, S 2011, 'Supervised retinal biometrics in different lighting conditions', in N. Lovell (ed.) Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, United States, 30 August - 3 September 2011, pp. 3971-3974. 72   4 0 0
Wheeler, K, Kumar, D, Shimada, H and Weghorn, H 2011, 'Implementing a surface EMG model with accurate parameters and a force output', in Dinesh Kant Kumar & Professor M Palaniswami (ed.) 2011 ISSNIP Biosignals and Biorobotics Conference (BRC 2011), Vitoria, Brazil, 6-8 January 2011, pp. 91-95. 118   Cited 2 times in Scopus2 0
Naik, G, Kumar, D and Jayadeva, J 2010, 'Myo electric classification using twin SVM and blind source separation techniques', in Dinesh Kant Kumar & M Palaniswami (ed.) Proceedings of the ISSNIP Biosignals and Biorobotics Conference 2010, Vitoria, Brazil, Jan 4-6, 2010, pp. 75-79. 292  
Alemu, M, Kumar, D and Poosapadi Arjunan, S 2010, 'Spectral quantification of ECG as a psychophysiological response index', in Dr. Teodiano Freire Bastos, Dr. Mário Sarcinelli-Filho, Dr. Dinesh Kant Kumar (ed.) Proceedings of the ISSNIP Biosignals and Biorobotics Conference 2010, Vitoria, Brazil, Jan 4-6, 2010, pp. 107-110. 156  
Wheeler, K, Shimada, H and Kumar, D 2010, 'An adaptable model for simulating whole muscle surface electromyogram', in Gert Cauwhenbergh and Dinesh K Kumar (ed.) Proceedings of the ISSNIP Biosignals and Biorobotics Conference 2010, Brazil, Jan 4-6, 2010, pp. 111-116. 230  
Poosapadi Arjunan, S, Kumar, D and Naik, G 2010, 'Fractal feature of sEMG from Flexor digitorum superficialis muscle correlated with levels of contraction during low-level finger flexions', in Ricardo L. Armentano (ed.) Proceedings of the 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, Aug 31 - Sep 4, 2010, pp. 4614-4617. 229  
Naik, G, Kumar, D and Hans, W 2010, 'Optimal electrode configurations for EMG experiments using source separation techniques', in Gert Cauwhenbergh and Dinesh K Kumar (ed.) Proceedings of the ISSNIP Biosignals and Biorobotics Conference 2010, Vitoria, Brazil, 4-6 January 2010, pp. 80-85. 81  
Poon, W, Kumar, D, Poosapadi Arjunan, S, Rudolph, H and Hu, Y 2010, 'Surface electromyogram of lumbar muscles of people with and without low back pain during running exercise', in Dr. Teodiano Freire Bastos, Dr. Mário Sarcinelli-Filho and Dr. Dinesh Kant Kumar (ed.) Proceedings of the ISSNIP Biosignals and Biorobotics Conference 2010, Vitoria, Brazil, 4-6 January 2010, pp. 10-13. 246  
Che Azemin, M, Kumar, D, Wong, T, Wang, J, Mitchell, P and Poosapadi Arjunan, S 2010, 'Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction', in Ricardo L. Armentano (ed.) Proceedings of the 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, Aug 31 - Sep 4, 2010, pp. 4308-4311. 148   0
Poosapadi Arjunan, S, Kumar, D and Jung, T 2010, 'Estimation of alertness levels with changes in decibel scale wavelength of EEG during dual-task simulation of auditory sonar target detection', in Ricardo L. Armentano (ed.) 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, Argentina, 31 August - 4 September, 2010, pp. 4444-4447. 152   0 0
Poosapadi Arjunan, S, Kumar, D, Naik, G, Guo, Y and Shimada, H 2010, 'Framework towards real time control of virtual robotic hand: Interface based on low-level forearm muscle movements', in US Tiwary, T S Siddiqui, M Radhakrishna, M D Tiwary (ed.) Second IEEE International Conference on Intelligent Human Computer Interaction (IHCI 2010), Allahabad, India, 16/1/10 - 18/1/10, pp. 352-359. 148   0
Che Azemin, M, Kumar, D, Wong, T, WANG, J, Kawasaki, R and Mitchell, P 2010, 'Retinal stroke prediction using logistic-based fusion of multiscale fractal analysis', in George C. Giakos (ed.) Proceedings of IEEE International Conference on Imaging systems and Techniques, Thessaloniki, Greece, 1-2 July, 2010, pp. 125-128. 172   Cited 3 times in Scopus3 0
Wheeler, K, Kumar, D, Shimada, H and Poosapadi Arjunan, S 2010, 'A sEMG model with experimentally based simulation parameters', in Bin He, Ricardo L. Armentano (ed.) Proceedings of the 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, Aug 31 - Sep 4, 2010, pp. 4258-4261. 179  
Poosapadi Arjunan, S, Kumar, D and Naik, G 2010, 'A machine learning based method for classification of fractal features of forearm sEMG using Twin Support Vector Machines', in Ricardo L. Armentano, (ed.) Proceedings of the 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, Aug 31 - Sep 4, 2010, pp. 4821-4824. 207  
Che Azemin, M, Kumar, D, Wong, T, Wang, J, Kawasaki, R, Mitchell, P and Poosapadi Arjunan, S 2010, 'Fusion of multiscale wavelet-based fractal analysis on retina image for stroke prediction', in Ricardo L. Armentano (ed.) Proceedings of the IEEE Engineering in Medicine and Biology Society Conference, United States, 31 August - 4 September 2010, pp. 4308-4311. 112   2 Cited 3 times in Scopus3 0
Wheeler, K, Kumar, D and Shimada, H 2010, 'Changing motor unit firing frequencies with force in the human biceps brachii', in Jiri Jan (ed.) Proceedings of Biosignal 2010: Analysis of Biomedical Signals and Images, Brno, Czech Republic, 27/06/10 to 29/06/10, pp. 425-430. 142  
Naik, G, Kumar, D and Poosapadi Arjunan, S 2010, 'Independent component analysis for classification of surface electromyography signals during different MVCs', in Prof. Jiri Jan (ed.) Proceedings of Biosignal 2010: Analysis of Biomedical Signals and Images, Brno, Czech Republic, 27/06/10 to 29/06/10, pp. 352-358. 113  
Naik, G, Kumar, D, Yadav, V, Wheeler, K and Poosapadi Arjunan, S 2009, 'Testing of motor unit synchronization model for localized muscle fatigue', in Zhi-Pei Liang (ed.) Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, USA, 2-6 Sept 2009, pp. 360-363. 131   Cited 7 times in Scopus7
Naik, G, Kumar, D and Poosapadi Arjunan, S 2009, 'Usage of EMG in identification gestures features based on PCA and ICA', in International conference on electronic design and signal processing ICEDSP09, Manipal, India, 10 - 12 Dec 2009, pp. 1-4. 160  
Poosapadi Arjunan, S, Kumar, D and Jung, T 2009, 'Changes in decibel scale wavelength properties of EEG with alertness levels while performing sustained attention tasks', in Zhi-Pei Liang (ed.) Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, USA, 2-6 Sept 2009, pp. 6288-6291. 103   Cited 5 times in Scopus5
Naik, G, Kumar, D and Poosapadi Arjunan, S 2009, 'Use of sEMG in identification of low level muscle activities: Features based on ICA and fractal dimension', in Zhi-Pei Liang (ed.) Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, USA, 2 - 6 Sept 2009, pp. 364-367. 157   Cited 7 times in Scopus7
Naik, G, Kumar, D, Hans, W, Guo, Y and Shimada, H 2009, 'Information based filtering of audio for multimedia applications', in Hans Weghorn (ed.) Proceedings of the IADIS International Conference on Applied Computing 2009, Rome, Italy, 19-21 Nov 2009, pp. 233-237. 89  
Che Azemin, M, Kumar, D and Wu, H 2009, 'Shape signature for retinal biometrics', in H. Shi (ed.) Digital Image Computing: Techniques and Applications Conference 2009, Melbourne, Australia, 1-3 December 2009, pp. 381-386. 177   Cited 9 times in Scopus9 0
Naik, G, Kumar, D, Wheeler, K and Poosapadi Arjunan, S 2009, 'Estimation of muscle fatigue during cyclic contractions using source separation techniques', in H. Shi (ed.) Proceedings of the 2009 Digital Image Computing: Techniques and Applications, Melbourne, Australia, 1-3 December 2009, pp. 217-222. 226   Cited 6 times in Scopus6 0
Yang, Z, Kumar, D and Poosapadi Arjunan, S 2009, 'Mechanomyogram for identifying muscle activity and fatigue', in Z.-P. Liang (ed.) Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, USA, 2-6 September 2009, pp. 408-411. 163   Cited 5 times in Scopus5 0
Poosapadi Arjunan, S and Kumar, D 2008, 'Identification of muscle properties using fractal analysis of surface electromyogram', in Li, Zushu (ed.) Proceedings of the 19th Biennial International EURASIP Conference, Czec Republic, 29 June - 01 July, 2008. 57  
Poon, W, Rudolph, H, Kumar, D and Hu, Y 2008, 'Surface electromyogram for gait analysis of low back pain subjects', in Bassel Tawfik (ed.) Proceedings of Cairo International Biomedical Engineering Conference 2008, Cairo, Egypt, 18-20 December 2008. 116   0
Naik, G, Kumar, D and Palaniswami, M 2008, 'Source identification and separation using sub-band ICA of sEMG', in V.P. Kodali, M. Vidyasagar (ed.) Proceedings of ICEEE TENCON 2008, Hyderabad, India, 19-21 November 2008. 123   Cited 2 times in Scopus2
Naik, G, Kumar, D and Palaniswami, M 2008, 'Source identification and separation using global matrix parameters of ICA', in Susan Rowley (ed.) Proceedings of the 8th International Conference on Computer and Information Technology Workshops, Sydney, Australia, 8-11 July, 2008. 186   Cited 3 times in Scopus3 0
Naik, G, Kumar, D and Palaniswami, M 2008, 'Identification of independent biological sensors - electromyogram example', in Guy Dumont (ed.) Proceedings of the 30th Annual International IEEE EMBS Conference, Vancouver, Canada, 20-24 August 2008, pp. 1112-1115. 149   0
Naik, G, Kumar, D and Poosapadi Arjunan, S 2008, 'Multi modal gesture identification for HCI using surface EMG', in Artur Lagmayr, Mayra Helja Franssila, Katri Lietsala (ed.) 12th International MindTrek Conference: Entertainment and Media inthe Ubiquitous Era, Tampere, Finland, 7-9 October 2009, pp. 90-94. 169   Cited 5 times in Scopus5 0
Singh, V and Kumar, D 2008, 'Classification of low-level finger contraction from single channel surface EMG', in Guy Dumont (ed.) Proceedings of the 30th Annual International IEEE EMBS Conference, Vancouver, Canada, 20-24 August 2008, pp. 2900-2903. 115   Cited 10 times in Scopus10 0
Poosapadi Arjunan, S and Kumar, D 2008, 'Fractal features based technique to identify subtle forearm movements and to measure alertness using physiological signals (sEMG, EEG)', in V.P. Kodali, M. Vidyasagar (ed.) Proceedings from TENCON 2008. IEEE Region 10 Conference, Hyderabad, India, 19-21 November 2008. 239   Cited 5 times in Scopus5 0
Yau, W, Poosapadi Arjunan, S and Kumar, D 2008, 'Classification of voiceless speech using facial muscle activity and vision based techniques', in Proceedings from TENCON 2008, IEEE Region 10 Conference, Hyderabad, India, 18-21 November, 2008. 162   Cited 5 times in Scopus5 0
Naik, G, Kumar, D and Poosapadi Arjunan, S 2008, 'Reliability of facial muscle activity to identify vowel utterance', in Proceedings of TENCON 2008 IEEE Region 10 Conference, Hyderabad, India, 19-21 November 2008. 169   0 0
Poosapadi Arjunan, S, Weghorn, H, Kumar, D, Naik, G and Yau, W 2008, 'Recognition of human voice utterances from facial surface EMG without using audio signals', in Jaoquim Filipe, Jose Cordeiro, Jorge Cardoso (ed.) Enterprise Information Systems, Portugal, 12-16 June, 2007, pp. 366-378. 171   0
Yau, W and Kumar, D 2008, 'Secure recognition of voice-less commands using video', in H. Jahankhani (ed.) 4th International Conference of Global e-Security, London, UK, 23-25 June 2008, pp. 73-80. 130  
Naik, G, Kumar, D and Palaniswami, M 2008, 'Addressing source separation and identification issues in surface EMG using blind source separation', in Guy Dumont (ed.) Proceedings of the 30th Annual International IEEE EMBS Conference, Vancouver, Canada, 20-24 August 2008, pp. 1124-1127. 257  
Naik, G, Kumar, D and Palaniswami, M 2008, 'Multi run ICA and surface EMG based signal processing system for recognising hand gestures', in Qiang Wu, Xiangjian He, Quang Vinh Nguyen et al (ed.) Proceedings of the IEEE 8th International Conferene on Computer and Information Technology, Sydney, NSW, 8-11 July 2008, pp. 700-705. 179   Cited 25 times in Scopus25 0
Yau, S and Kumar, D 2007, 'Recognition of dynamic signatures for people verification', in Ana L. N. Fred, Anil K. Jain (ed.) Proceedings of the 7th International Workshop on Pattern Recognition in Information Systems, PRIS 2007 In Conjunction with ICEIS 2007, Setubal, Portugal, 12-16 June 2007, pp. 189-198. 128   0
Yau, W, Weghorn, H and Kumar, D 2007, 'Visual speech recognition and utterance segmentation based on mouth movement', in M. Bottema, A. Maeder, N. Redding and A. van den Hengel (ed.) Digital Image Computing : Techniques and Applications (DICTA 2007), Glenelg, Australia, 3-5 December 2007, pp. 7-14. 217 620 Cited 4 times in Scopus4 0
Naik, G, Kumar, D and Weghorn, H 2007, 'Performance comparison of ICA algorithms for isometric hand gesture identification using surface EMG', in In Proceedings of IEEE 3rd International conference on Intelligent Sensors Sensor networks and Information processing (ISSNIP), Melbourne, 3-6 December 2007. 177   Cited 12 times in Scopus12 0
Poosapadi Arjunan, S and Kumar, D 2007, 'Fractal based modelling and analysis of electromyography (EMG) to identify subtle actions', in Proceedings of 29th International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, France, 22-26 August 2007. 193   Cited 25 times in Scopus25 0
Poosapadi Arjunan, S and Kumar, D 2007, 'Fractal theory based non-linear analysis of sEMG', in M. Palaniswami, S. Marusic and Y. Law (ed.) Third International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Melbourne, Australia, 3-6 December 2007, pp. 545-548. 149 491 Cited 11 times in Scopus11 0
Poosapadi Arjunan, S and Kumar, D 2007, 'Recognition of facial movements and hand gestures using surface. Electromyogram (sEMG) for HCI based applications', in M. Bottema, A. Maeder, N. Redding and A. van den Hengel (ed.) Conference of the APRS on Digital Image Computing Techniques and Applications, Glenelg, Australia, 3-5 December 2007, pp. 1-6. 211 338 0
Naik, G, Kumar, D and Weghorn, H 2007, 'ICA based identification of sources in sEMG', in In Proceedings of IEEE 3rd International conference on Intelligent Sensors Sensor networks and Information processing (ISSNIP), Melbourne, 3-6 December 2007. 140   Cited 10 times in Scopus10 0
Naik, G, Kumar, D, Palaniswami, M and Weghorn, H 2007, 'Subtle hand gesture identification for HCI using temporal decorrelation source separation BSS of surface EMG', in M. Bottema, A. Maeder, N. Redding and A. van den Hengel (ed.) Proceedings of IEEE Computer Society Digital Image Computing: Techniques and Applications (DICTA), Glenelg, South Australia, 3-5 December 2007, pp. 30-37. 212 357 Cited 9 times in Scopus9 0
Singh, V, Kumar, D, Polus, B, Lo Giudice, S and Fraser, S 2006, 'Changes in SEMG during the long duration cycling exercise', in A. Hielscher (ed.) Proceedings of the 28th IEEE EMBS Annual International Conference, New York, USA, 30 August - 3 September 2006. 207   0 0
Yau, W, Kumar, D, Poosapadi Arjunan, S and Kumar, S 2006, 'Visual speech recognition using image moments and multiresolution wavelet', in M. Piccardi (ed.) International Conference on Computer Graphics, Imaging and Visualisation 2006, Sydney, Australia, 26-28 July 2006, pp. 194-199. 205   0
Poosapadi Arjunan, S, Kumar, D, Yau, W and Weghorn, H 2006, 'Unspoken vowel recognition using facial electromyogram', in A. Hielscher (ed.) Proceedings of the 28th IEEE EMBS Annual International Conference, New York, USA, 30 August - 3 September 2006. 175   Cited 11 times in Scopus11 0
Yau, W, Kumar, D and Poosapadi Arjunan, S 2006, 'Visual speech recognition method using translation, scale and rotation invariant features', in M. Piccardi (ed.) IEEE International Conference on Video and Signal Based Surveillance 2006, Sydney, Australia, November 2006. 169   Cited 5 times in Scopus5 0
McCooey, C, Kumar, D and Cosic, I 2005, 'Decomposition of evoked potentials using peak detection and the discrete wavelet transform', in Y. T. Zhang and C. Roux (ed.) Proceedings of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, 17-18 January 2006. 154 455 Cited 3 times in Scopus3 0
Abbas, N, Kumar, D and McLachlan, N 2005, 'The psychological and physiological effects of light and colour on space users', in Y. T. Zhang (ed.) Proceedings of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference, China, 17-18 January 2006. 293   Cited 11 times in Scopus11 0
Suryanarayanan, P, Kumar, D and Burton, P 2005, 'Validity of polygraphs', in Y. T. Zhang (ed.) Proceedings of the 27th IEEE Engineering in Medicine and Biology Annual Conference, Shanghai, 2005. 188   Cited 1 times in Scopus1 0
Kumar, D, Singh, V, Cosic, I, Giudice, S and Hawley, J 2005, 'Strategies to identify changes in SEMG due to muscle fatigue during cycling', in Y. T. Zhang and C. Roux (ed.) Proceedings of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, 2005. 196 323 0
Jemma, J, Hawley, J, Kumar, D, Singh, V and Cosic, I 2005, 'Endurance training of trained athletes: An electromyogram study', in Y. T. Zhang and C. Roux (ed.) Proceedings of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Shanghai, 2005. 311 400 0
Djuwari, D, Kumar, D, Palaniswami, M and Pota, H 2005, 'Limitations of ICA for artefact removal', in IEEE-EMBS 2005. 27th Annual International Conference of the Engineering in Medicine and Biology Society, 2005, Shanghai, China, 17-18 January 2006, pp. 4685-4688. 132 1454 Cited 8 times in Scopus8 0
Kumar, S and Kumar, D 2004, 'Biometrics Identification Based on Temporal Templates of Visual Hand Movements', in Shi Kuo Chang (ed.) Distributed Multimedia Conference 2004, San Francisco, USA, 8/9/04 - 10/9/04, pp. 41-46. 133  
Kumar, S, Kumar, D, Sharma, A and McLachlan, N 2004, 'Classification of visual hand movements using multiresolution wavelet images', in M. Palliniswamy (ed.) Proceedings of the First International Conference on Intelligent Sensing and Information Processing, Chennai, India, 2004. 255   0
Ragupathy, S, Kumar, D, Polus, B and Kamei, K 2004, 'Electrocardiogram removal from electromyogram of the lumbar muscles', in Z. P. Liang (ed.) Proceedings of the 26th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, San Francisco, 1-5 September 2004. 231   3
Kumar, S, Kumar, D, Alemu, M and Burry, M 2004, 'EMG based voice recognition', in M. Palaniswami (ed.) Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, 14-17 December 2004. 187   Cited 28 times in Scopus28 0
Kumar, S, Kumar, D and Sharma, A 2004, 'Sensitivity analysis of hand movement classification technique using motion templates', in S. Douglas (ed.) Proceedings of the 14th IEEE Workshop on Machine Learning for Signal Processing, Sao Luis, Brazil, 29 September - 1 October 2004, pp. 491-498. 272 536 0
Abdul-Latif, A, Cosic, I, Kumar, D, Polus, B and Da Costa, C 2004, 'Power changes of EEG signals associated with muscle fatigue: The root mean square analysis of EEG bands', in J. Rama (ed.) Proceedings of 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, Melbourne, 14-17 December 2004. 273 1095 Cited 10 times in Scopus10 3
Abdul-Latif, A, Cosic, I, Kumar, D, Polus, B and Djuwari, D 2004, 'Corticomuscular coherence after muscle fatigue', in Biomedical Engineering, Innsbruck, Austria, 16-18 February 2004. 129   0
Kumar, D, McLachlan, N, Kumar, S and Sharma, A 2004, 'Wavelet directional histograms for classification of human gestures represented by spatio-temporal templates', in Proceedings of the 10th International Multi-Media Modelling Conference, Brisbane, 5-7 January 2004. 208   0
Singh, V, Kumar, D, Djuwari, D, Polus, B, Fraser, S, Hawley, J and Lo Giudice, S 2004, 'Strategies to identify muscle fatigue from SEMG during cycling', in M. Palaniswami (ed.) Proceedings of the 2004 Intelligent Sensors, Sensor Networks & Information Processing Conference, Melbourne, Australia, 14-17 December 2004, pp. 547-551. 200 803 0
Kumar, D and Alemu, M 2002, 'Electrode distance and magnitude of SEMG', in Proceedings of the Joint EMBS/BMES Conference, Texas, . 240  
Kumar, D, Bradley, A and Alemu, M 2002, 'A statistical approach to time frequency analysis of SEMG', in Proceedings of the Second Joint IEEE EMBS/BMES Conference, Texas, October 2002through26 October 2002. 231   0 0
Kumar, D and Poole, E 2002, 'Classification of EOG for human computer interface', in Advanced Concepts For Intelligent Vision Systems, Texas, . 384   0
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