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Souvik Hazra

2 accepted papers

2024

Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing

ICASSP 2024accepted

Hypertension is considered to be one of the most critical risk factors for cardiovascular diseases. As such, continuous, accurate and non-invasive monitoring of blood pressure (BP) is of utmost importance and research on such approaches is gaining momentum. In this study, we propose a novel transfor…

Cited by 0SourceScholar
2022

Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar

ICASSP 2022accepted

In this paper, we introduce the Label-Aware Ranked loss, a novel metric loss function. Compared to the state-of-the-art Deep Metric Learning losses, this function takes advantage of the ranked ordering of the labels in regression problems. To this end, we first show that the loss minimises when data…

Cited by 0SourceScholar