The invention discloses a
blast furnace material type identification method, device and
system based on image multivariate characteristics, and the method comprises the steps: collecting a high-frame-rate material transportation video, converting the high-frame-rate material transportation video into a frame image, selecting a region, which comprises a material transverse region, in the frame image as a material region image, extracting the multi-element features of the material area image, wherein the multi-element features comprise color features, texture features, gray features and
material density distribution features; training a classifier according to the multi-element features of the material area image, and identifying the
blast furnace charge type according to the trained classifier, so that the technical problem of low recognition precision of the
blast furnace material type in the prior art is solved, the types of the materials are recognized through the multi-element features, the types of the materials currently conveyed by the feeding belt of the blast furnace can be accurately recognized, the recognition accuracy is high, the real-time performance is good, and the method, device and
system have great application value.