Hi, I'm Shehan

Shehan Senavirathna

About Me

I am a first-year Ph.D. candidate in the Intelligent Systems Lab at Rensselaer Polytechnic Institute (RPI), supervised by Prof. Qiang Ji. My research mainly focused on computer vision tasks, probabilistic machine learning. Currently, I am working on a project of open-world object detection.

Academic Experience

Graduate Teaching/Research Assistant

Department of Electrical, computer, and Systems Engineering, Rensselaer Polytechnic Institute - USA (August, 2023 - Present)

Graduate Teaching/Research Assistant

Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Peradeniya - Sri Lanka (September, 2021 - July 2023)

Educational Background

B.Sc. in Electrical and Electronic Engineering

Faculty of Engineering, University of Peradeniya - Sri Lanka (2021).

Ph.D. in Electrical, Computer, and Systems Engineering

Rensselaer Polytechnic Institute (RPI) - USA (Ongoing).

Publications

Image-Based Condition Monitoring of Transmission Line Conductors Using Image Processing and Deep Neural Networks.

S. K. Senavirathna, H. Udawatte, N. Harischandra, M. Fernando and C. Ekanayake, "Image-Based Condition Monitoring of Transmission Line Conductors Using Image Processing and Deep Neural Networks," 2023 IEEE 17th International Conference on Industrial and Information Systems (ICIIS), Peradeniya, Sri Lanka, 2023, pp. 388-393, doi: 10.1109/ICIIS58898.2023.10253531..

Vehical Tracking based on an Improved DeepSORT Algorithm and the YOLOv4 Framework.

I. Perera, S. Senavirathna et al., "Vehicle Tracking based on an Improved DeepSORT Algorithm and the YOLOv4 Framework," 2021 10th International Conference on Information and Automation for Sustainability (ICIAfS), Negambo, Sri Lanka, 2021, pp. 305-309, doi: 10.1109/ICIAfS52090.2021.9606052..

Contact

You can contact me at senavk@rpi.edu