The invention discloses a
data management system based on a monitoring video
stream, belongs to the field of
data analysis, and aims to solve the problems of camera connection acquisition,
image quality optimization,
pedestrian related
information analysis and
data storage retrieval and
backup in
video monitoring. The
system comprises a
data acquisition module, a target detection module and a data storage module. The
data acquisition module is used for identifying and connecting a
video monitoring camera, performing video
stream data acquisition, adjusting an acquisition
frame rate by estimating a data size, and evaluating and optimizing
image quality to obtain a detection image
data set; the target detection module is used for carrying out
feature extraction, classification and marking on pedestrians in the detection image
data set, recording
pedestrian trajectory information, carrying out real-time tracking and updating, identifying a behavior mode according to the trajectory information, dividing a gathering area and obtaining the
pedestrian flow; and the data storage module is used for classifying and labeling the data, constructing an index structure to guarantee efficient retrieval, dividing data grades according to multi-dimensional features, and dynamically adjusting a
backup time interval.