Video motion magnification for monitoring of vital signals using a perceptual model

Jorge Brieva; Ernesto Moya-Albor; Sandra L. Gomez-Coronel; Hiram Ponce

doi:10.1117/12.2256971

26 January 2017 Video motion magnification for monitoring of vital signals using a perceptual model

Jorge Brieva, Ernesto Moya-Albor, Sandra L. Gomez-Coronel, Hiram Ponce

Proceedings Volume 10160, 12th International Symposium on Medical Information Processing and Analysis; 101600L (2017) https://doi.org/10.1117/12.2256971
Event: 12th International Symposium on Medical Information Processing and Analysis, 2016, Tandil, Argentina

Abstract

In this paper we present an Eulerian motion magnification technique using a spatial decomposition based on the Steered Hermite Transform (SHT) which is inspired in the Human Vision System (HVS). We test our method in one sequence of the breathing of a newborn baby and on a video sequence that shows the heartbeat on the wrist. We estimate the heart pulse applying the Fourier transform on the magnified sequences. Our motion magnification approach is compared to the Laplacian and the Cartesian Hermite decomposition strategies by means of quantitative metrics.

Citation Download Citation

Jorge Brieva, Ernesto Moya-Albor, Sandra L. Gomez-Coronel, and Hiram Ponce "Video motion magnification for monitoring of vital signals using a perceptual model", Proc. SPIE 10160, 12th International Symposium on Medical Information Processing and Analysis, 101600L (26 January 2017); https://doi.org/10.1117/12.2256971

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