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Dinesh Kant Kumar
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- affiliation: RMIT University, Melbourne, VIC, Australia
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2020 – today
- 2024
- [j43]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: 106263 (2024) - [j42]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: 108195 (2024) - [c93]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: 158-163 - [c92]Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar:
NestNeuro: Leveraging Chatbots for Vocal Screening. CBMS 2024: 182-185 - 2023
- [j41]Nemuel Daniel Pah, Veronica Indrawati, Dinesh K. Kumar:
Voice-Based SVM Model Reliability for Identifying Parkinson's Disease. IEEE Access 11: 144296-144305 (2023) - [j40]Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, João P. Papa, Danilo S. Jodas, Dinesh K. Kumar:
Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease. Comput. Methods Programs Biomed. 240: 107713 (2023) - [j39]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: 105237 (2023) - [c91]David Jozef Hresko, Quoc Cuong Ngo, Rajna Ogrin, Peter Drotár, Elif Ekinci, Aye N. Tint, Dinesh K. Kumar:
Application of StyleGAN Architecture for Generating Venous Leg Ulcer Images. EMBC 2023: 1-4 - [c90]Mohammod Abdul Motin, Nemuel Daniel Pah, Dinesh K. Kumar:
Monitoring the Effect of Levodopa Using Sustained Phonemes in Parkinson's Disease Patients. EMBC 2023: 1-4 - [c89]Quoc Cuong Ngo, Barbara Polus, Dein Vindigni, Dinesh K. Kumar:
Human Factors in Sensory Feedback for Haptic Gloves. EMBC 2023: 1-4 - [c88]Nemuel Daniel Pah, Mohammod Abdul Motin, Guilherme C. Oliveira, Dinesh K. Kumar:
The Change of Vocal Tract Length in People with Parkinson's Disease. EMBC 2023: 1-4 - [c87]Sharanya Senthamilselvan, Manthan Maheshwari, Sridhar P. Arjunan, Dinesh K. Kumar, Mona Duggal:
A translational study for detection of cardiac autonomic neuropathy using fractal features: A bench to bedside approach. EMBC 2023: 1-4 - [c86]Vikash Shaw, Nemuel Daniel Pah, Parul Rani, Prasant Kumar Mahapatra, Dinesh Pankaj, Dinesh K. Kumar:
Impact of Biological Sex on Radar-Measured Heart Sound Quality. EMBC 2023: 1-5 - [c85]Nemuel Daniel Pah, Veronica Indrawati, Dinesh K. Kumar:
Cross-Corpus Disparity of Parkinson's Voice Datasets Observed on Control Group Distribution. ICAIIC 2023: 309-314 - 2022
- [j38]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: 97600-97609 (2022) - [j37]Marc Sarossy, Jonathan G. Crowston, Dinesh K. Kumar, Zhichao Wu:
Empirical mode decomposition denoising of the electroretinogram to enhance measurement of the photopic negative response. Biomed. Signal Process. Control. 71(Part): 103164 (2022) - [j36]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: 105021 (2022) - [j35]Quoc Cuong Ngo, Mohammod Abdul Motin, Nemuel Daniel Pah, Peter Drotár, Peter Kempster, Dinesh K. Kumar:
Computerized analysis of speech and voice for Parkinson's disease: A systematic review. Comput. Methods Programs Biomed. 226: 107133 (2022) - [i1]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 abs/2203.13856 (2022) - 2021
- [j34]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: 15404-15412 (2021) - [j33]Quoc Cuong Ngo, Susmit Bhowmik, Marc Sarossy, Dinesh Kant Kumar:
Pupillary Complexity for the Screening of Glaucoma. IEEE Access 9: 144871-144879 (2021) - [j32]Aqsa Ajaz, Himeesh Kumar, Dinesh K. Kumar:
A review of methods for automatic detection of macular edema. Biomed. Signal Process. Control. 69: 102858 (2021) - [j31]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): 741-748 (2021) - [c84]Dang Bich Thuy Le, Meredith Sadinski, Aleksandar Nacev, Ram Narayanan, Dinesh K. Kumar:
Deep Learning-based Method for Denoising and Image Enhancement in Low-Field MRI. IST 2021: 1-6 - [c83]Navaneethakrishna Makaram, Sridhar P. Arjunan, Dinesh Kant Kumar, Ramakrishnan Swaminathan:
Spatial Intensity Map of HDEMG Based Classification of Muscle Fatigue. MIE 2021: 508-509 - 2020
- [j30]Aqsa Ajaz, Behzad Aliahmad, Himeesh Kumar, Marc Sarossy, Dinesh K. Kumar:
Association between Optical Coherence Tomography and Fluorescein Angiography based retinal features in the diagnosis of Macular Edema. Comput. Biol. Medicine 116: 103546 (2020) - [c82]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: 280-283 - [c81]Mohammod Abdul Motin, Chandan Kumar Karmakar, Dinesh Kant Kumar, Marimuthu Palaniswami:
PPG Derived Respiratory Rate Estimation in Daily living Conditions. EMBC 2020: 2736-2739 - [c80]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: 3158-3161 - [c79]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: 3666-3669
2010 – 2019
- 2019
- [j29]Parham Khojasteh, Behzad Aliahmad, Dinesh Kant Kumar:
A novel color space of fundus images for automatic exudates detection. Biomed. Signal Process. Control. 49: 240-249 (2019) - [j28]Dinesh K. Kumar, Beth Jelfs, Xiaohong Sui, Sridhar P. Arjunan:
Prosthetic hand control: A multidisciplinary review to identify strengths, shortcomings, and the future. Biomed. Signal Process. Control. 53 (2019) - [j27]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: 62-69 (2019) - [c78]Priya Rani, Behzad Aliahmad, Dinesh K. Kumar:
The association of temperature of Diabetic Foot Ulcers with Chronic Kidney Disorder. EMBC 2019: 2817-2820 - [c77]Rekha Viswanathan, Adrian Bingham, Sanjay Raghav, Sridhar P. Arjunan, Beth Jelfs, Peter Kempster, Dinesh K. Kumar:
Normalized Mutual Information of phonetic sound to distinguish the speech of Parkinson's disease. EMBC 2019: 3523-3526 - [c76]Dinesh K. Kumar, Peter J. Radcliffe:
Teaching while surrounded by smartphones. EMBC 2019: 4194-4197 - [c75]Aqsa Ajaz, Behzad Aliahmad, Marc Sarossy, Dinesh K. Kumar:
Relation Between Retinal Vasculature and Retinal Thickness in Macular Edema. EMBC 2019: 5593-5596 - 2018
- [j26]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): 1413-1423 (2018) - [j25]Poonam Zham, Sridhar P. Arjunan, Sanjay Raghav, Dinesh K. Kumar:
Efficacy of Guided Spiral Drawing in the Classification of Parkinson's Disease. IEEE J. Biomed. Health Informatics 22(5): 1648-1652 (2018) - [c74]Adrian Bingham, Beth Jelfs, Sridhar P. Arjunan, Dinesh K. Kumar:
Identifying Noisy Electrodes in High Density Surface Electromyography Recordings Through Analysis of Spatial Similarities. EMBC 2018: 2325-2328 - [c73]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: 5938-5941 - 2017
- [j24]Adrian Bingham, Sridhar P. Arjunan, Beth Jelfs, Dinesh K. Kumar:
Normalised Mutual Information of High-Density Surface Electromyography during Muscle Fatigue. Entropy 19(12): 697 (2017) - [c72]Dinesh K. Kumar, Peter J. Radcliffe:
Problem Based Learning for engineering. EMBC 2017: 25-29 - [c71]Aqsa Ajaz, Behzad Aliahmad, Dinesh K. Kumar:
A novel method for segmentation of Infrared Scanning Laser Ophthalmoscope (IR-SLO) images of retina. EMBC 2017: 356-359 - [c70]Priya Rani, Behzad Aliahmad, Dinesh K. Kumar:
A novel approach for quantification of contour irregularities of diabetic foot ulcers and its association with ischemic heart disease. EMBC 2017: 1437-1440 - [c69]Sana Manjeri Keloth, Sridhar P. Arjunan, Dinesh K. Kumar:
Computing the variations in the self-similar properties of the various gait intervals in Parkinson disease patients. EMBC 2017: 2434-2437 - [c68]Adrian Bingham, Sridhar P. Arjunan, Dinesh K. Kumar:
Measuring the interactions between different locations in a muscle to monitor localized muscle fatigue. EMBC 2017: 3461-3464 - 2016
- [j23]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: 3016245:1-3016245:7 (2016) - [j22]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): 575-582 (2016) - [c67]Kimia Nazarzadeh, Sridhar P. Arjunan, Dinesh K. Kumar, Debi Prasad Das:
Non-invasive detection of the freezing of gait in Parkinson's disease using spectral and wavelet features. EMBC 2016: 876-879 - [c66]Behzad Aliahmad, Dinesh K. Kumar:
Adaptive Higuchi's dimension-based retinal vessel diameter measurement. EMBC 2016: 1308-1311 - [c65]Ariba Siddiqi, Sridhar P. Arjunan, Dinesh K. Kumar:
Age related neuromuscular changes in sEMG of m. Tibialis Anterior using higher order statistics (Gaussianity & linearity test). EMBC 2016: 3638-3641 - [c64]Adrian Bingham, Sridhar P. Arjunan, Dinesh K. Kumar:
Estimating the progression of muscle fatigue based on dependence between motor units using high density surface electromyogram. EMBC 2016: 3654-3657 - [c63]Sumit Soman, Jayadeva, Sridhar P. Arjunan, Dinesh Kant Kumar:
Improved sEMG signal classification using the Twin SVM. SMC 2016: 4507-4512 - 2015
- [j21]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): 167-174 (2015) - [j20]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): 261-266 (2015) - [c62]Sridhar P. Arjunan, Dinesh K. Kumar:
Effect of age on changes in motor units functional connectivity. EMBC 2015: 2900-2903 - [c61]Ariba Siddiqi, Dinesh K. Kumar, Sridhar Poosapadi Arjunan:
Age-related motor unit remodeling in the Tibialis Anterior. EMBC 2015: 6090-6093 - 2014
- [j19]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): 91-99 (2014) - [c60]Ariba Siddiqi, Dinesh K. Kumar, Sridhar P. Arjunan:
A model for generating Surface EMG signal of m. Tibialis Anterior. EMBC 2014: 106-109 - [p1]Sridhar Poosapadi Arjunan, Wai Chee Yau, Dinesh K. Kumar:
Evaluating Video and Facial Muscle Activity for a Better Assistive Technology: A Silent Speech Based HCI. Computational Models of Complex Systems 2014: 89-104 - 2013
- [j18]Ayaz A. Shaikh, Dinesh K. Kumar, Jayavardhana Gubbi:
Automatic visual speech segmentation and recognition using directional motion history images and Zernike moments. Vis. Comput. 29(10): 969-982 (2013) - [c59]Richard M. G. Tello, Teodiano Freire Bastos-Filho, Anselmo Frizera-Neto, Sridhar Poosapadi Arjunan, Dinesh K. Kumar:
Feature extraction and classification of sEMG signals applied to a virtual hand prosthesis. EMBC 2013: 1911-1914 - [c58]Audrey Tan, Dinesh K. Kumar, Sridhar P. Arjunan, Jayadeva:
Computation and study of the low-frequency oscillation of surface electromyogram recorded in biceps during isometric upper limb contraction. EMBC 2013: 2128-2131 - [c57]Premith Unnikrishnan, Behzad Aliahmad, Ryo Kawasaki, Dinesh K. Kumar:
Adaptive colour transformation of retinal images for stroke prediction. EMBC 2013: 7384-7387 - 2012
- [j17]Ganesh R. Naik, Dinesh Kant Kumar:
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram. J. Medical Syst. 36(2): 841-851 (2012) - [c56]Sridhar P. Arjunan, Dinesh K. Kumar, Teodiano Freire Bastos-Filho:
Fractal based complexity measure and variation in force during sustained isometric muscle contraction: Effect of aging. EMBC 2012: 3484-3487 - [c55]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: 1-5 - [c54]Teodiano Freire Bastos-Filho, André Ferreira, Anibal Cotrina Atencio, Sridhar P. Arjunan, Dinesh K. Kumar:
Evaluation of feature extraction techniques in emotional state recognition. IHCI 2012: 1-6 - [c53]Xin Li, Dinesh K. Kumar, Saradwata Sarkar, Ramkrishnan Narayanan:
An image registration based ultrasound probe calibration. Medical Imaging: Image Processing 2012: 831423 - 2011
- [j16]Ayaz A. Shaikh, Dinesh K. Kumar, Jayavardhana Gubbi:
Visual Speech Recognition Using Optical Flow and Support Vector Machines. Int. J. Comput. Intell. Appl. 10(2): 167-187 (2011) - [j15]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): 311-330 (2011) - [j14]Ganesh R. Naik, Dinesh Kant Kumar:
An Overview of Independent Component Analysis and Its Applications. Informatica (Slovenia) 35(1): 63-81 (2011) - [j13]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): 243-250 (2011) - [c52]Behzad Aliahmad, Dinesh K. Kumar, Samira Janghorban, Mohd Zulfaezal Che Azemin, Hao Hao, Ryo Kawasaki:
Automatic retinal vessel profiling using multi-step regression method. EMBC 2011: 2606-2609 - [c51]Sridhar P. Arjunan, Dinesh K. Kumar, Chandan Kalra, John Burne, Teodiano Freire Bastos-Filho:
Effect of age and gender on the surface electromyogram during various levels of isometric contraction. EMBC 2011: 3853-3856 - [c50]Ganesh R. Naik, Dinesh K. Kumar:
Evaluation of higher order statistics parameters for multi channel sEMG using different force levels. EMBC 2011: 3869-3872 - [c49]Mohd Zulfaezal Che Azemin, Dinesh K. Kumar, Lakshmi Sugavaneswaran, Sridhar Krishnan:
Supervised retinal biometrics in different lighting conditions. EMBC 2011: 3971-3974 - [c48]Katherine A. Wheeler, Dinesh K. Kumar, Hirokazu Shimada, Sridhar P. Arjunan, Chandan Kalra:
Surface EMG model of the bicep during aging: A preliminary study. EMBC 2011: 7127-7130 - [c47]Dinesh K. Kumar, Paulo Carvalho, Manuel Antunes, Rui Pedro Paiva, Jorge Henriques:
An adaptive approach to abnormal heart sound segmentation. ICASSP 2011: 661-664 - [c46]Subhash C. Arya, Anurag Agarwal, Dinesh K. Kumar, Jean Simon Kharkongor:
Design and development of a novel mobile electronic nose for fungi in north-eastern region of India. ICWET 2011: 1103-1106 - 2010
- [j12]Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva:
Twin SVM for gesture classification using the surface electromyogram. IEEE Trans. Inf. Technol. Biomed. 14(2): 301-308 (2010) - [c45]Dinesh K. Kumar, Paulo Carvalho, Ricardo Couceiro, Manuel Antunes, Rui Pedro Paiva, Jorge Henriques:
Heart Murmur Classification Using Complexity Signatures. ICPR 2010: 2564-2567 - [c44]Muhammad Aurangzeb Ahmad, David A. Huffaker, Jing Wang, Jeffrey William Treem, Dinesh K. Kumar, Marshall Scott Poole, Jaideep Srivastava:
The Many Faces of Mentoring in an MMORPG. SocialCom/PASSAT 2010: 270-275
2000 – 2009
- 2009
- [j11]Ganesh R. Naik, Dinesh Kant Kumar:
Determining Number of Independent Sources in Undercomplete Mixture. EURASIP J. Adv. Signal Process. 2009 (2009) - [c43]Ganesh R. Naik, Dinesh Kant Kumar, Katherine Wheeler, Sridhar Poosapadi Arjunan:
Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques. DICTA 2009: 217-222 - [c42]Mohd Zulfaezal Che Azemin, Dinesh Kant Kumar, Hong Ren Wu:
Shape Signature for Retinal Biometrics. DICTA 2009: 381-386 - [c41]Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Guo Yina, Hirokazu Shimada:
Information based filtering of audio for multimedia applications. IADIS AC (2) 2009: 233-237 - 2008
- [j10]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): 281-300 (2008) - [j9]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): 323-335 (2008) - [j8]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): 419-437 (2008) - [c40]Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami:
Multi run ICA and surface EMG based signal processing system for recognising hand gestures. CIT 2008: 700-705 - [c39]Wai Chee Yau, Dinesh Kant Kumar, Tharangini Chinnadurai:
Lip-Reading Technique Using Spatio-Temporal Templates and Support Vector Machines. CIARP 2008: 610-617 - [c38]Liyang Wei, Dinggang Shen, Dinesh K. Kumar, Ram Turlapati, Jasjit S. Suri:
Effect of hierarchical deformable motion compensation on image enhancement for DSA acquired via C-ARM. Image Processing: Algorithms and Systems 2008: 68120 - [c37]Yujun Guo, Lu Li, Ramakrishnan Narayanan, Dinesh K. Kumar, Albaha Barqawi, E. David Crawford, Jasjit S. Suri:
Effect of 3D automated prostate segmentation for ultrasound image guided repeat biopsy application. Image Processing: Algorithms and Systems 2008: 68121 - [c36]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
Application of statistical cancer atlas for 3D biopsy. Image Processing: Algorithms and Systems 2008: 681216 - [c35]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
Application and validation of registration framework for real-time atlas guided biopsy. ISBI 2008: 1175-1178 - [c34]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance. Medical Imaging: Image Processing 2008: 69142X - [c33]Liyang Wei, Ramkrishnan Narayanan, Dinesh K. Kumar, Aaron Fenster, Albaha Barqawi, Priya N. Werahera, E. David Crawford, Jasjit S. Suri:
Bidirectional segmentation of prostate capsule from ultrasound volumes: an improved strategy. Medical Imaging: Image Processing 2008: 69143W - [c32]Liyang Wei, Dinesh K. Kumar, Animesh Khemka, Ram Turlapati, Jasjit S. Suri:
Clinical validation and performance evaluation of enhancement methods acquired from interventional C-ARM x-ray. Medical Imaging: Image Processing 2008: 691426 - [c31]Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan:
Multi modal gesture identification for HCI using surface EMG. MindTrek 2008: 90-94 - 2007
- [j7]Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan:
Visual recognition of speech consonants using facial movement features. Integr. Comput. Aided Eng. 14(1): 49-61 (2007) - [c30]Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn:
Visual Speech Recognition Using Motion Features and Hidden Markov Models. CAIP 2007: 832-839 - [c29]Sridhar Poosapadi Arjunan, Dinesh Kant Kumar:
Recognition of Facial Movements and Hand Gestures Using Surface Electromyogram(sEMG) for HCI Based Applications. DICTA 2007: 1-6 - [c28]Wai Chee Yau, Hans Weghorn, Dinesh Kant Kumar:
Visual Speech Recognition and Utterance Segmentation Based on Mouth Movement. DICTA 2007: 7-14 - [c27]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: 15-22 - [c26]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: 30-37 - [c25]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: 68-78 - [c24]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: 366-378 - [c23]Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn:
Recognition of Human Movements Using Hidden Markov Models - An Application to Visual Speech Recognition. PRIS 2007: 151-160 - [c22]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: 171-180 - 2006
- [j6]Neil McLachlan, Dinesh Kant Kumar, John Becker:
Wavelet Classification of Indoor Environmental Sound Sources. Int. J. Wavelets Multiresolution Inf. Process. 4(1): 81-96 (2006) - [c21]Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Sanjay Kumar:
Visual Speech Recognition Using Image Moments and Multiresolution Wavelet Images. CGIV 2006: 194-199 - [c20]Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan:
Visual Speech Recognition Method Using Translation, Scale and Rotation Invariant Features. AVSS 2006: 63 - [c19]Dinesh K. Kumar, Xiujuan Geng, Eric A. Hoffman, Gary E. Christensen:
BICIR: Boundary-Constrained Inverse Consistent Image Registration Using WEB-Splines. CVPR Workshops 2006: 68 - [c18]Md. Rafiul Hassan, Rezaul K. Begg, Simon Taylor, Dinesh K. Kumar:
HMM-Fuzzy Model for Recognition of Gait Changes due to Trip-related Falls. EMBC 2006: 1216-1219 - [c17]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: 1410-1416 - [c16]Sridhar P. Arjunan, Dinesh K. Kumar, Wai Chee Yau, Hans Weghorn:
Unspoken Vowel Recognition Using Facial Electromyogram. EMBC 2006: 2191-2194 - [c15]Ganesh R. Naik, Dinesh K. Kumar, Sridhar P. Arjunan, Marimuthu Palaniswami, Rezaul K. Begg:
Limitations and Applications of ICA for Surface Electromyogram. EMBC 2006: 5739-5742 - [c14]Vijay P. Singh, Dinesh K. Kumar, Barbara Polus, Sonia Lo Guidice, Steve Fraser:
Changes in SEMG during the Long Duration Cycling Exercise. EMBC 2006: 6161-6164 - [c13]Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Sanjay Kumar:
Visual speech recognition using wavelet transform and moment based features. ICINCO-RA 2006: 340-345 - 2005
- [j5]Sanjay Kumar, Dinesh Kant Kumar:
Visual Hand Gestures Classification Using Wavelet Transform and Moment Based Features. Int. J. Wavelets Multiresolution Inf. Process. 3(1): 79-101 (2005) - [c12]Suresh Matta, Heiko Rudolph, Dinesh K. Kumar:
Auditory eyes: Representing visual information in sound and tactile cues. EUSIPCO 2005: 1-4 - [c11]Dinesh Kant Kumar:
Biosignals Emotive Human Control Interaction. ICINCO 2005: 35 - [c10]Sanjay Kumar, Dinesh Kant Kumar, Melaku Alemu:
Applicability of facial emg in hci and voiceless communication. ICINCO 2005: 379-382 - [c9]Xiujuan Geng, Dinesh K. Kumar, Gary E. Christensen:
Transitive Inverse-Consistent Manifold Registration. IPMI 2005: 468-479 - 2004
- [j4]Arun Sharma, Dinesh K. Kumar, Sanjay Kumar, Neil McLachlan:
Wavelet Directional Histograms of the Spatio-Temporal Templates of Human Gestures. Int. J. Wavelets Multiresolution Inf. Process. 2(3): 283-298 (2004) - [c8]Arun Sharma, Dinesh Kant Kumar:
Moments and Wavelets for Classification of Human Gestures Represented by Spatio-Temporal Templates. Australian Conference on Artificial Intelligence 2004: 215-226 - [c7]Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma:
Visual Hand Movements for Machine ControL. ICINCO (2) 2004: 215-220 - [c6]Nemuel Daniel Pah, Dinesh Kant Kumar:
Electromyography Based Finger Movement Identification for Human Computer Interface. ICINCO (2) 2004: 221-226 - [c5]Dinesh Kant Kumar, E. Poole:
Eye Gaze for Computer Control. ICINCO (2) 2004: 479-483 - [c4]Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan:
Wavelet Directional Histograms for Classification of Human Gestures Represented by Spatio-Temporal Templates. MMM 2004: 57-63 - [c3]Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan:
Recognition of Human Actions Using Moment Based Features and Artificial Neural Networks. MMM 2004: 368 - [c2]Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma, Neil McLachlan:
Visual Hand Gestures Classification Using Temporal Motion Templates and Wavelet Transforms. MMM 2004: 369 - [c1]Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma, Neil McLachlan:
Visual Hand Gestures Classification Using Temporal Motion Templates. MMM 2004: 372 - 2003
- [j3]Nemuel Daniel Pah, Dinesh Kant Kumar:
Thresholding Wavelet Networks for Signal Classification. Int. J. Wavelets Multiresolution Inf. Process. 1(3): 243-261 (2003) - [j2]Sanjay Kumar, Dinesh K. Kumar, Arun Sharma, Neil McLachlan:
Visual Hand Gestures Classification Using Wavelet Transforms. Int. J. Wavelets Multiresolution Inf. Process. 1(4): 373-392 (2003) - 2002
- [j1]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): 43-49 (2002)
Coauthor Index
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