The invention belongs to the technical field of
video monitoring and image recognition, and particularly relates to a
video monitoring transmission delay detection method and
system based on image recognition, and the method comprises the steps: extracting image stable texture features through SIFT to generate a 128-dimensional descriptor, capturing an inter-frame motion trend through a Lucas-Kanade
algorithm to generate a time feature, and carrying out the detection of the
transmission delay of the
video monitoring through the Lucas-Kanade
algorithm. Finally, dynamic weighted fusion is carried out through an attention mechanism, and a space-time joint
feature vector is generated; then, a dynamic template containing spatial-temporal characteristics and a local
clock is generated at a sending end, cross-end matching is carried out at a receiving end by using an FLANN
algorithm, the influence of network
jitter and
clock skew is eliminated through a double-calibration mechanism of basic time
delay calculation,
clock skew calibration and
jitter compensation, and finally time
delay after calibration is output; based on this, the method has the advantages of avoiding the interference of network
jitter on the
delay detection precision and reducing the delay standard exceeding
false alarm condition caused by instantaneous deviation through the design of double-calibration
delay calculation and cross-end feature accurate matching.