National Institute of Technology, Tiruchirappalli, India PhD
Aug 2020 - Nov 2021 : Assistant Professor – Sri Ramachandra Institute of Higher Education and Research, Deemed to be University, Chennai.
May 2012 – Feb 2015 : Assistant Professor – SV Engineering College for Women, Tirupati.
Jul 2011 – Apr 2012: : Assistant Professor – CVS College of Engineering, Tirupati.
Computer Vision : Develop deep learning frameworks for 3D Action Recognition from Skeleton data.
Medical Imaging : Design and develop deep learning models for Pneumonia classification from Chest X-Ray images.
Assistive technology : Design and develop Artificial Intelligence Powered Assistive Wearable Device for Visually Impaired.
Awards & Fellowships
2015 to 2020 – PhD Fellowship – MHRD, Govt. of India
2018 – Best Paper Award for the paper entitled “Vector Quantization based Pairwise Joint Distance Maps (VQ-PJDM) for 3D Action Recognition” - IIITDM Kancheepuram
2013 – AP SET Qualified – Osmania University, AP
2009 to 2011 – PG Fellowship (GATE) – MHRD, Govt. of India
Refereed Journal Publications
Deep ensemble network using distance maps and body part features for skeleton based action recognition- M. Naveenkumar and S. Domnic - Pattern Recognition, 100, 107125 (2020)
Spatio Temporal Joint Distance Maps for Skeleton-Based Action Recognition using Convolutional Neural Networks - M. Naveenkumar and S. Domnic - International Journal of Image and Graphics, 20(4), 2140001. (2020)
Learning representations from quadrilateral based geometric features for skeleton-based action recognition using LSTM networks - M. Naveenkumar and S. Domnic - Intelligent Decision Technologies,14(1), 47-54 (2020)
Ensemble Spatio-Temporal Distance Net for Skeleton Based Action Recognition - M. Naveenkumar and S. Domnic - Scalable Comput. Pract. Exp., 20(3), 485-494 (2019)
Learning Representations from Spatio-Temporal Distance Maps for 3D Action Recognition with Convolutional Neural Networks - M. Naveenkumar and S. Domnic - Advances in Distributed Computing and Artificial Intelligence Journal, 8(2), 5-18 (2019)
Vector quantization based pairwise joint distance maps (VQPJDM) for 3D action recognition - M. Naveenkumar and S. Domnic - Procedia Computer Science, 133, 27-36 (2018)
Skeleton joint difference maps for 3d action recognition with convolutional neural networks - M. Naveenkumar and S. Domnic - International Conference on Recent Trends in Image Processing and Pattern Recognition, Springer, 144-150 (2018)
3-D projected PCA based DMM feature fusing with SMO-SVM for human action recognition - M. Naveenkumar and A. Vadivel - Procedia Computer Science, 89, 759-763 (2016)
Study on Feature Extraction Methods for Human Action Recognition using Depth data - M. Naveenkumar and A. Vadivel - Proc. of 1st International Conference on Research in Engineering, Computers and Technology (ICRECT 2016), 35-38 (2016)
OpenCV for Computer Vision Applications M. Naveenkumar and A. Vadivel - Proceedings of National Conference on Big Data and Cloud Computing, NCBDC’15 (2015)
Moving Object Detection and Tracking Based on the Contour Extraction and Centroid Representation - M. Naveenkumar and A. Vadivel - Encyclopedia of Information Science and Technology, Fourth Edition. IGI Global, 212-219 (2018)