Literature DB >> 28268880

Real-time respiration rate measurement from thoracoabdominal movement with a consumer grade camera.

Avishek Chatterjee, A P Prathosh, Pragathi Praveena.   

Abstract

In this paper, we propose a novel computer vision technique to measure respiration rate by counting the periodic thoracoabdominal motion in real-time using an inexpensive consumer grade camera. We compute the component of optical flow parallel to the image gradient at each pixel, which is a computationally inexpensive operation. Then, we find a principal flow field by gathering information over many frames. Subsequently, in each frame, we compute the component of flow along this principal flow field to capture the thoracoabdominal motion. Our method is very simple, easy to implement and needs no specialized hardware. This method is computationally very efficient and can be easily implemented in mobile devices. We demonstrate the efficacy of our method on real world datasets and compare the results with those obtained using impedance pneumography.

Mesh:

Year:  2016        PMID: 28268880     DOI: 10.1109/EMBC.2016.7591289

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms.

Authors:  Sean Bae; Silviu Borac; Yunus Emre; Jonathan Wang; Jiang Wu; Mehr Kashyap; Si-Hyuck Kang; Liwen Chen; Melissa Moran; Julie Cannon; Eric S Teasley; Allen Chai; Yun Liu; Neal Wadhwa; Michael Krainin; Michael Rubinstein; Alejandra Maciel; Michael V McConnell; Shwetak Patel; Greg S Corrado; James A Taylor; Jiening Zhan; Ming Jack Po
Journal:  Commun Med (Lond)       Date:  2022-04-12

Review 2.  Current and Future Perspective of Devices and Diagnostics for Opioid and OIRD.

Authors:  Naveen K Singh; Gurpreet K Sidhu; Kuldeep Gupta
Journal:  Biomedicines       Date:  2022-03-22

3.  Smart Speakers: The Next Frontier in mHealth.

Authors:  Jacob Sunshine
Journal:  JMIR Mhealth Uhealth       Date:  2022-02-21       Impact factor: 4.947

Review 4.  Contactless Vital Signs Monitoring From Videos Recorded With Digital Cameras: An Overview.

Authors:  Nunzia Molinaro; Emiliano Schena; Sergio Silvestri; Fabrizio Bonotti; Damiano Aguzzi; Erika Viola; Fabio Buccolini; Carlo Massaroni
Journal:  Front Physiol       Date:  2022-02-18       Impact factor: 4.566

5.  Multi-ROI Spectral Approach for the Continuous Remote Cardio-Respiratory Monitoring from Mobile Device Built-In Cameras.

Authors:  Nunzia Molinaro; Emiliano Schena; Sergio Silvestri; Carlo Massaroni
Journal:  Sensors (Basel)       Date:  2022-03-25       Impact factor: 3.576

  5 in total

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