As population aging accelerates, modern technologies for health monitoring and ambient assisted living (AAL) are becoming increasingly integrated in everyday life. However, many individuals -particularly older adults- experience difficulties and discomfort in using such technologies. For this reason contactless techniques for measuring and monitoring vital signs, that rely on user-friendliness and unobtrusiveness are being actively developed. In this context, a smart biomedical mirror for the remote monitoring of vital signs was developed as a potential solution. Building on this work, we implemented a remote blood pressure estimation algorithm using the system’s existing remote photoplethysmography (rPPG) pipeline. The preliminary evaluation demonstrated the feasibility of integrating remote blood pressure estimation within the smart mirror platform using the existing rPPG pipeline. The obtained results provide an initial proof-of-concept and highlight important considerations for improving camera-based blood pressure estimation in future work.