The application discloses a kind of multi-camera-based animal
vital sign monitoring method, medium, equipment, it is related to animal
vital sign monitoring technical field, method includes: using DLC posture
estimation network to
train animal multi-view video, obtain key point information;According to the key point information of main
visual angle, the
centroid motion of animal is analyzed and compared with motion threshold, determine animal state, in the continuous
image sequence of relative static state time period, according to key point information, obtain
region of interest;Corner point is detected in
region of interest, and corresponding motion
signal is acquired by tracking corner point;
Correlation analysis is carried out to motion
signal, and sorting is carried out based on
information gain, and vital sign
signal is obtained by fusing motion signal higher than set threshold;Power spectrum is used to analyze vital sign signal, obtain the
energy distribution of vital sign signal, and the value of
respiratory rate and
heart rate is calculated.The application can effectively reduce artificial intervention, and has the role of promoting to animal experiment method innovation and
data analysis.