The invention discloses a fire
video detection and early warning method based on image multi-
feature fusion, and the method comprises the steps: firstly carrying out the preprocessing after an
image sequence of a video is obtained; extracting a foreground region, and obtaining a detected candidate region; secondly, extracting static features and dynamic features from the candidate areas, judging whether flames are contained or not by taking the static features and dynamic features as input of an
SVM classifier when the flames are detected, and obtaining whether
smoke is contained or not afterlogic combination selection and calculation are conducted on feature judgment results when the
smoke is detected; finally, if it is detected that flames or
smoke exists, carrying out fire judgment according to the growth trend of the flames or smoke; when it is judged that a fire occurs, carrying out fire alarm on the
monitoring site, and otherwise carrying out fire alarm only on the background. The method can be combined with an existing
monitoring system to be applied to places such as shopping malls and warehouses, the
fire detection and early warning cost is reduced, the detection method is good in generalization ability and applicability, reliable
fire detection and early warning functions can be provided, and the method has practical value.