Incorporating physics into data-driven computer vision

A Kadambi, C de Melo, CJ Hsieh… - Nature Machine …, 2023 - nature.com
Many computer vision techniques infer properties of our physical world from images.
Although images are formed through the physics of light and mechanics, computer vision …

Thermal imaging and radar for remote sleep monitoring of breathing and apnea

K Del Regno, A Vilesov, A Armouti, AB Harish… - arXiv preprint arXiv …, 2024 - arxiv.org
Polysomnography (PSG), the current gold standard method for monitoring and detecting
sleep disorders, is cumbersome and costly. At-home testing solutions, known as home sleep …

[PDF][PDF] Implicit Neural Models to Extract Heart Rate from Video

P Chari, AB Harish, A Armouti, A Vilesov… - European conference on …, 2024 - ecva.net
Scene representation networks, or implicit neural representations (INR) have seen a range
of success in numerous image and video applications. However, being universal function …

Implicit Neural Models to Extract Heart Rate from Video

A Armouti, A Vilesov, S Sarda, L Jalilian, A Kadambi - Springer
Scene representation networks, or implicit neural representations (INR) have seen a range
of success in numerous image and video applications. However, being universal function …