Research Article

Random Forest Feature Selection and Back Propagation Neural Network to Detect Fire Using Video

Table 2

Experimental video description.

VideoNumber of framesNumber of flame framesVideo description

video1758758Fire video. The ground color is highly similar to a flame.
video2352352Fire video. There is strong light and shaking branches.
video3140140Fire video. There are two workers walking around with torches.
video42980Interference video. There are car lights interference.
video51500Interference video. There are car lights and pedestrian interference.