Now showing items 1-4 of 4
A contactless respiratory rate estimation method using a hermite magnification technique and convolutional neural networks
(MDPI AG, 2020)
The monitoring of respiratory rate is a relevant factor in medical applications and day-to-day activities. Contact sensors have been used mostly as a direct solution and they have shown their effectiveness, but with some ...
Mobile robot with movement detection controlled by real-time optical flow hermite transform
(Springer International Publishing, 2016)
This chapter presents a new algorithm inspired in the human visual system to compute optical flow in real-time based on the Hermite Transform. This algorithm is applied in a vision-based control system for a mobile robot. ...
Heart rate estimation using Hermite transform video magnification and deep learning
(Institute of Electrical and Electronics Engineers Inc., 2018)
Monitoring of heart rate can be used in many medical and sports applications. Lack of portability and connection problems make traditional monitoring methods difficult to use outside of clinical environments. The computer ...
Non-contact breathing rate monitoring system using a magnification technique and convolutional networks
In this paper, we present a new non-contact strategy to estimate the breathing rate based on the Eulerian motion video magnification technique and a system based on a Convolutional Neural Network (CNN). After the magnification ...