Dinesh Kant Kumar

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 23

Top Topics

Convolutional Neural Network

Machine Learning

Electron Micrographs

Top Venues

Biomed. Signal Process. Control.

Medical Biol. Eng. Comput.

Publications

Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomed. Signal Process. Control. 94 (2024)
Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar
NestNeuro: Leveraging Chatbots for Vocal Screening. CBMS (2024)
Guilherme C. Oliveira, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar
A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer Assessment. CBMS (2024)
Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Leonardo S. Oliveira, João P. Papa, Dinesh Kant Kumar
Facial expressions to identify post-stroke: A pilot study. Comput. Methods Programs Biomed. 250 (2024)
Máté Hires, Peter Drotár, Nemuel Daniel Pah, Quoc Cuong Ngo, Dinesh Kant Kumar
On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice. Int. J. Medical Informatics 179 (2023)
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. CoRR (2022)
Mohammod Abdul Motin, Nemuel Daniel Pah, Sanjay Raghav, Dinesh Kant Kumar
Parkinson's Disease Detection Using Smartphone Recorded Phonemes in Real World Conditions. IEEE Access 10 (2022)
Máté Hires, Matej Gazda, Peter Drotár, Nemuel Daniel Pah, Mohammod Abdul Motin, Dinesh Kant Kumar
Convolutional neural network ensemble for Parkinson's disease detection from voice recordings. Comput. Biol. Medicine 141 (2022)
Mohammod Abdul Motin, James Peters, Laura Perju-Dumbrava, Catherine Ding, Michael Eller, Sanjay Raghav, Sheik Mohammed Ali, Peter Kempster, Peter J. Radcliffe, Dinesh Kant Kumar
Computerized Screening of Essential Tremor and Level of Severity Using Consumer Tablet. IEEE Access 9 (2021)
Navaneethakrishna Makaram, Sridhar P. Arjunan, Dinesh Kant Kumar, Ramakrishnan Swaminathan
Spatial Intensity Map of HDEMG Based Classification of Muscle Fatigue. MIE (2021)
Selin Chiragzada, Eva Hellman, Duncan Michael, Ramakrishnan Narayanan, Aleksandar Nacev, Dinesh Kant Kumar
Initial phantom studies for an office-based low-field MR system for prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (2021)
Quoc Cuong Ngo, Susmit Bhowmik, Marc Sarossy, Dinesh Kant Kumar
Pupillary Complexity for the Screening of Glaucoma. IEEE Access 9 (2021)
Rekha Viswanathan, Sridhar P. Arjunan, Peter Kempster, Sanjay Raghav, Dinesh Kant Kumar
Estimation of Parkinson's disease severity from voice features of vowels and consonant. EMBC (2020)
Mohammod Abdul Motin, Chandan Kumar Karmakar, Dinesh Kant Kumar, Marimuthu Palaniswami
PPG Derived Respiratory Rate Estimation in Daily living Conditions. EMBC (2020)
Susmit Bhowmik, Mohammod Abdul Motin, Marc Sarossy, Peter J. Radcliffe, Dinesh Kant Kumar
Sample entropy analysis of pupillary signals in glaucoma patients and control via light-induced pupillometry. EMBC (2020)
Sana Manjeri Keloth, Peter J. Radcliffe, Sanjay Raghav, Sridhar P. Arjunan, Dinesh Kant Kumar
Differentiating between Parkinson's disease patients and controls using variability in muscle activation during walking. EMBC (2020)
Parham Khojasteh, Leandro A. Passos Junior, Tiago J. Carvalho, Edmar R. S. Rezende, Behzad Aliahmad, João Paulo Papa, Dinesh Kant Kumar
Exudate detection in fundus images using deeply-learnable features. Comput. Biol. Medicine 104 (2019)
Parham Khojasteh, Behzad Aliahmad, Dinesh Kant Kumar
A novel color space of fundus images for automatic exudates detection. Biomed. Signal Process. Control. 49 (2019)
Parham Khojasteh, Behzad Aliahmad, Sridhar P. Arjunan, Dinesh Kant Kumar
Introducing a Novel Layer in Convolutional Neural Network for Automatic Identification of Diabetic Retinopathy. EMBC (2018)
Ariba Siddiqi, Sridhar Poosapadi Arjunan, Dinesh Kant Kumar
Computational model to investigate the relative contributions of different neuromuscular properties of tibialis anterior on force generated during ankle dorsiflexion. Medical Biol. Eng. Comput. 56 (8) (2018)
Premith Unnikrishnan, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Himeesh Kumar, Paul Mitchell, Ryo Kawasaki
Development of Health Parameter Model for Risk Prediction of CVD Using SVM. Comput. Math. Methods Medicine 2016 (2016)
Sridhar Poosapadi Arjunan, Dinesh Kant Kumar, Katherine Wheeler, Hirokazu Shimada, Ariba Siddiqi
Effect of number of motor units and muscle fibre type on surface electromyogram. Medical Biol. Eng. Comput. 54 (4) (2016)
Sumit Soman, Jayadeva, Sridhar P. Arjunan, Dinesh Kant Kumar
Improved sEMG signal classification using the Twin SVM. SMC (2016)
Sridhar Poosapadi Arjunan, Dinesh Kant Kumar
Impact of vibration on the muscle endurance and fatigue during strengthening exercise. Int. J. Medical Eng. Informatics 7 (2) (2015)
Sridhar Poosapadi Arjunan, Dinesh Kant Kumar, Katherine Wheeler, Hirokazu Shimada
Spectral properties of surface electromyogram signal and change in muscle conduction velocity during isometric muscle contraction. Signal Image Video Process. 9 (2) (2015)
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)
Sridhar Poosapadi Arjunan, Hans Weghorn, Jay O'Connor, Dinesh Kant Kumar, Sruthi Shahebjada, Teodiano F. Bastos
Towards better real-time control of smart wheelchair using subtle finger movements via wireless (blue-tooth) interface. IHCI (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)
Mohd Zulfaezal Che Azemin, Dinesh Kant Kumar, Tien Yin Wong, Ryo Kawasaki, Paul Mitchell, Jie Jin Wang
Robust Methodology for Fractal Analysis of the Retinal Vasculature. IEEE Trans. Medical Imaging 30 (2) (2011)
Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar
Reliability and variability in facial electromyography for identification of speech and for human computer control: an experimental study. Int. J. Medical Eng. Informatics 3 (4) (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)
Mohd Zulfaezal Che Azemin, Dinesh Kant Kumar, Hong Ren Wu
Shape Signature for Retinal Biometrics. DICTA (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)
Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
Visual Speech Recognition Using Dynamic Features and Support Vector Machines. Int. J. Image Graph. 8 (3) (2008)
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)
Wai Chee Yau, Dinesh Kant Kumar, Tharangini Chinnadurai
Lip-Reading Technique Using Spatio-Temporal Templates and Support Vector Machines. CIARP (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)
Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn
Vision-based technique for secure recognition of voice-less commands. Int. J. Electron. Secur. Digit. Forensics 1 (4) (2008)
Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn
Visual Speech Recognition Using Motion Features and Hidden Markov Models. CAIP (2007)
Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar, Wai Chee Yau
Silent Bilingual Vowel Recognition - Using fSEMG for HCI based Speech Commands. ICEIS (5) (2007)
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)
Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn
Recognition of Human Movements Using Hidden Markov Models - An Application to Visual Speech Recognition. PRIS (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)
Wai Chee Yau, Hans Weghorn, Dinesh Kant Kumar
Visual Speech Recognition and Utterance Segmentation Based on Mouth Movement. DICTA (2007)
Sridhar Poosapadi Arjunan, Dinesh Kant Kumar
Recognition of Facial Movements and Hand Gestures Using Surface Electromyogram(sEMG) for HCI Based Applications. DICTA (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)
Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
Visual recognition of speech consonants using facial movement features. Integr. Comput. Aided Eng. 14 (1) (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)
Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
Visual Speech Recognition Method Using Translation, Scale and Rotation Invariant Features. AVSS (2006)
Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Sanjay Kumar
Visual Speech Recognition Using Image Moments and Multiresolution Wavelet Images. CGIV (2006)
Dinesh Kant Kumar, Paulo Carvalho, Manuel Antunes, Jorge Henriques, Luis Eugénio, Ralf Schmidt, Jörg Habetha
Detection of S1 and S2 Heart Sounds by High Frequency Signatures. EMBC (2006)
Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Sanjay Kumar
Visual speech recognition using wavelet transform and moment based features. ICINCO-RA (2006)
Neil McLachlan, Dinesh Kant Kumar, John Becker
Wavelet Classification of Indoor Environmental Sound Sources. Int. J. Wavelets Multiresolution Inf. Process. 4 (1) (2006)
Sanjay Kumar, Dinesh Kant Kumar
Visual Hand Gestures Classification Using Wavelet Transform and Moment Based Features. Int. J. Wavelets Multiresolution Inf. Process. 3 (1) (2005)
Dinesh Kant Kumar
Biosignals Emotive Human Control Interaction. ICINCO (2005)
Sanjay Kumar, Dinesh Kant Kumar, Melaku Alemu
Applicability of facial emg in hci and voiceless communication. ICINCO (2005)
Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan
Recognition of Human Actions Using Moment Based Features and Artificial Neural Networks. MMM (2004)
Arun Sharma, Dinesh Kant Kumar
Moments and Wavelets for Classification of Human Gestures Represented by Spatio-Temporal Templates. Australian Conference on Artificial Intelligence (2004)
Nemuel Daniel Pah, Dinesh Kant Kumar
Electromyography Based Finger Movement Identification for Human Computer Interface. ICINCO (2) (2004)
Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma, Neil McLachlan
Visual Hand Gestures Classification Using Temporal Motion Templates and Wavelet Transforms. MMM (2004)
Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan
Wavelet Directional Histograms for Classification of Human Gestures Represented by Spatio-Temporal Templates. MMM (2004)
Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma
Visual Hand Movements for Machine ControL. ICINCO (2) (2004)
Dinesh Kant Kumar, E. Poole
Eye Gaze for Computer Control. ICINCO (2) (2004)
Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma, Neil McLachlan
Visual Hand Gestures Classification Using Temporal Motion Templates. MMM (2004)
Nemuel Daniel Pah, Dinesh Kant Kumar
Thresholding Wavelet Networks for Signal Classification. Int. J. Wavelets Multiresolution Inf. Process. 1 (3) (2003)
Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan
Classification of Human Gestures Using Temporal Templates and Artificial Neural Networks. Aust. J. Intell. Inf. Process. Syst. 8 (1) (2002)