Publications
Error Assessment in Image-Based 3D Reconstruction and 3D Printing
This work evaluates geometric fidelity in the pipeline from image-based 3D reconstruction to physical 3D printing. It proposes metrics and comparison frameworks to identify error accumulation and improve downstream biomedical modeling.
Authors:
Avinash Kumar K M, Samarth S. Raut
Presented at:
European Society of Biomechanics, 2025
Transfer-learning based Multi-class Areca Nut Image Classification
This paper presents a deep learning model leveraging transfer learning to classify areca nuts under varied lighting conditions using a conveyor-based imaging system. It offers robust classification performance that enhances automation in agricultural processing.
Authors:
Avinash Kumar K M, Aishwary Singh, Rahul L. Maurya, D. Narasimha, Samarth S. Raut
Published in:
2024 IEEE Conference on Engineering Informatics (ICEI)
Active Flow Control using Synthetic Jets and Neural Network
This presentation focuses on flow control experiments using synthetic jets, enhanced by neural network models to predict and adapt control strategies. The approach is validated through wind tunnel experiments for aerodynamic improvement.
Authors:
Hemanth M, Avinash Kumar K M, Aashish V Bhat, Bhagyashree Kulkarni, Dr. T. N. Shridhar
Presented at:
16th Annual CFD Symposium, August 11–12, 2014, Bangalore