Machine learning based sign language recognition: A review and its research frontier R Elakkiya Journal of Ambient Intelligence and Humanized Computing 12 (7), 7205-7224, 2020 | 82 | 2020 |
Collaborative optimization algorithm for learning path construction in E-learning V Vanitha, P Krishnan, R Elakkiya Computers & Electrical Engineering 77, 325-338, 2019 | 71 | 2019 |
Cervical cancer diagnostics healthcare system using hybrid object detection adversarial networks R Elakkiya, V Subramaniyaswamy, V Vijayakumar, A Mahanti IEEE Journal of Biomedical and Health Informatics 26 (4), 1464-1471, 2021 | 65 | 2021 |
Development of an end-to-end deep learning framework for sign language recognition, translation, and video generation B Natarajan, E Rajalakshmi, R Elakkiya, K Kotecha, A Abraham, ... IEEE Access 10, 104358-104374, 2022 | 48 | 2022 |
Imaging based cervical cancer diagnostics using small object detection-generative adversarial networks R Elakkiya, KSS Teja, L Jegatha Deborah, C Bisogni, C Medaglia Multimedia Tools and Applications, 1-17, 2022 | 40 | 2022 |
A Systematic Study on Reinforcement Learning Based Applications S Keerthana, R Elakkiya, A Belqasem, N Srete, V Subramaniyaswamy, ... Energies 16 (3), 1512, 2023 | 35* | 2023 |
Reliability enhancement of a power semiconductor with optimized solder layer thickness R Elakkiya, G Kavithaa, V Samavatian, K Alhaifi, A Kokabi, H Moayedi IEEE Transactions on Power Electronics 35 (6), 6397-6404, 2019 | 29 | 2019 |
Subunit sign modeling framework for continuous sign language recognition R Elakkiya, K Selvamani Computers & Electrical Engineering 74, 379-390, 2019 | 29 | 2019 |
An optimized generative adversarial network based continuous sign language classification R Elakkiya, P Vijayakumar, N Kumar Expert Systems with Applications 182, 115276, 2021 | 28 | 2021 |
Multi-semantic discriminative feature learning for sign gesture recognition using hybrid deep neural architecture E Rajalakshmi, R Elakkiya, V Subramaniyaswamy, LP Alexey, G Mikhail, ... IEEE Access 11, 2226-2238, 2023 | 25 | 2023 |
Dynamic GAN for high-quality sign language video generation from skeletal poses using generative adversarial networks B Natarajan, R Elakkiya Soft Computing 26 (23), 13153-13175, 2022 | 24 | 2022 |
Sentence2SignGesture: a hybrid neural machine translation network for sign language video generation B Natarajan, R Elakkiya, ML Prasad Journal of Ambient Intelligence and Humanized Computing, 1-15, 2022 | 22 | 2022 |
Creating alert messages based on wild animal activity detection using hybrid deep neural networks B Natarajan, R Elakkiya, R Bhuvaneswari, K Saleem, D Chaudhary, ... IEEE Access, 2023 | 21 | 2023 |
Extricating manual and non-manual features for subunit level medical sign modelling in automatic sign language classification and recognition R Elakkiya, K Selvamani Journal of Medical Systems 41 (11), 1, 2017 | 21 | 2017 |
Intelligent system for human computer interface using hand gesture recognition R Elakkiya, K Selvamani, S Kanimozhi, R Velumadhava, A Kannan Procedia engineering 38, 3180-3191, 2012 | 21 | 2012 |
COVID_SCREENET: COVID-19 screening in chest radiography images using deep transfer stacking R Elakkiya, P Vijayakumar, M Karuppiah Information Systems Frontiers 23 (6), 1369-1383, 2021 | 20 | 2021 |
Enhanced dynamic programming approach for subunit modelling to handle segmentation and recognition ambiguities in sign language R Elakkiya, K Selvamani Journal of Parallel and Distributed Computing 117, 246-255, 2018 | 20 | 2018 |
ISL-CSLTR: Indian sign language dataset for continuous sign language translation and recognition R Elakkiya, B Natarajan Mendeley Data 1, 2021 | 18 | 2021 |
Static and Dynamic Isolated Indian and Russian Sign Language Recognition with Spatial and Temporal Feature Detection Using Hybrid Neural Network VS E. Rajalakshmi , R. Elakkiya , Alexey L. Prikhodko , M. G. Grif , Maxim A ... ACM Transactions on Asian and Low-Resource Language Information Processing …, 2023 | 16* | 2023 |
A secure key transfer protocol for group communication RV Rao, K Selvamani, R Elakkiya arXiv preprint arXiv:1212.2720, 2012 | 12 | 2012 |