Soumitra Kundu — accepted AI-conference papers

2025

INN-PAR: Invertible Neural Network for PPG to ABP Reconstruction

Soumitra Kundu, Gargi Panda, Saumik Bhattacharya, Aurobinda Routray, Rajlakshmi Guha

ICASSP 2025accepted

Non-invasive and continuous blood pressure (BP) monitoring is essential for the early prevention of many cardiovascular diseases. Estimating arterial blood pressure (ABP) from photoplethysmography (PPG) has emerged as a promising solution. However, existing deep learning approaches for PPG-to-ABP re…

Cited by 0 Source ↗Scholar ↗

2025

SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement

Gargi Panda, Soumitra Kundu, Saumik Bhattacharya, Aurobinda Routray

ICASSP 2025accepted

Improving the quality of underwater images is essential for advancing marine research and technology. This work introduces a sparsity-driven interpretable neural network (SINET) for the underwater image enhancement (UIE) task. Unlike pure deep learning methods, our network architecture is based on a…

Cited by 0 Source ↗Scholar ↗