R. Elakkiya

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 18

Top Topics

Object Detection

Top Venues

Comput. Electr. Eng.

J. Ambient Intell. Humaniz. Comput.

J. Intell. Fuzzy Syst.

Publications

Harshiv Chandra, Pranav M. Pawar, R. Elakkiya, P. S. Tamizharasan, Raja Muthalagu, Alavikunhu Panthakkan
Explainable AI for Soil Fertility Prediction. IEEE Access 11 (2023)
B. Natarajan, R. Elakkiya, Moturi Leela Prasad
Sentence2SignGesture: a hybrid neural machine translation network for sign language video generation. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Rajalakshmi Elangovan, R. Elakkiya, V. Subramaniyaswamy, Alexey L. Prikhodko, Mikhail Grif, Maxim Bakaev, Ketan Kotecha, Lubna Abdel Kareim Gabralla, Ajith Abraham
Multi-Semantic Discriminative Feature Learning for Sign Gesture Recognition Using Hybrid Deep Neural Architecture. IEEE Access 11 (2023)
Rajalakshmi Elangovan, R. Elakkiya, Alexey L. Prikhodko, M. G. Grif, Maxim A. Bakaev, Jatinderkumar R. Saini, Ketan Kotecha, V. Subramaniyaswamy
Static and Dynamic Isolated Indian and Russian Sign Language Recognition with Spatial and Temporal Feature Detection Using Hybrid Neural Network. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (1) (2023)
B. Natarajan, R. Elakkiya, R. Bhuvaneswari, Kashif Saleem, Dharminder Chaudhary, Syed Husain Samsudeen
Creating Alert Messages Based on Wild Animal Activity Detection Using Hybrid Deep Neural Networks. IEEE Access 11 (2023)
B. Natarajan, Rajalakshmi Elangovan, R. Elakkiya, Ketan Kotecha, Ajith Abraham, Lubna Abdel Kareim Gabralla, V. Subramaniyaswamy
Development of an End-to-End Deep Learning Framework for Sign Language Recognition, Translation, and Video Generation. IEEE Access 10 (2022)
R. Elakkiya, Kuppa Sai Sri Teja, L. Jegatha Deborah, Carmen Bisogni, Carlo Medaglia
Imaging based cervical cancer diagnostics using small object detection - generative adversarial networks. Multim. Tools Appl. 81 (1) (2022)
R. Elakkiya, V. Subramaniyaswamy, V. Vijayakumar, Aniket Mahanti
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks. IEEE J. Biomed. Health Informatics 26 (4) (2022)
B. Natarajan, R. Elakkiya
Dynamic GAN for high-quality sign language video generation from skeletal poses using generative adversarial networks. Soft Comput. 26 (23) (2022)
R. Elakkiya
Machine learning based sign language recognition: a review and its research frontier. J. Ambient Intell. Humaniz. Comput. 12 (7) (2021)
R. Elakkiya
Machine learning based intelligent automated neonatal epileptic seizure detection. J. Intell. Fuzzy Syst. 40 (5) (2021)
R. Elakkiya, Pandi Vijayakumar, Marimuthu Karuppiah
COVID_SCREENET: COVID-19 Screening in Chest Radiography Images Using Deep Transfer Stacking. Inf. Syst. Frontiers 23 (6) (2021)
R. Elakkiya, Pandi Vijayakumar, Neeraj Kumar
An optimized Generative Adversarial Network based continuous sign language classification. Expert Syst. Appl. 182 (2021)
V. Vanitha, P. Krishnan, R. Elakkiya
Collaborative optimization algorithm for learning path construction in E-learning. Comput. Electr. Eng. 77 (2019)
R. Elakkiya, V. Vanitha
Interactive real time fuzzy class level gesture similarity measure based sign language recognition using artificial neural networks. J. Intell. Fuzzy Syst. 37 (5) (2019)
R. Elakkiya, K. Selvamani
Subunit sign modeling framework for continuous sign language recognition. Comput. Electr. Eng. 74 (2019)
R. Elakkiya, K. Selvamani
Enhanced dynamic programming approach for subunit modelling to handle segmentation and recognition ambiguities in sign language. J. Parallel Distributed Comput. 117 (2018)
R. Elakkiya, K. Selvamani
Extricating Manual and Non-Manual Features for Subunit Level Medical Sign Modelling in Automatic Sign Language Classification and Recognition. J. Medical Syst. 41 (11) (2017)
R. Elakkiya, K. Selvamani, Kanimozhi Sakthivel
An enhanced model for effective recognition and segmentation of SLG in dynamic video sequence using boosted learning algorithm. ICNSC (2014)
R. Velumadhava Rao, K. Selvamani, R. Elakkiya
A secure key transfer protocol for group communication CoRR (2012)