Visualization and flow regime identification of downward air–water flow through a 12 mm diameter vertical tube using image analysis

•Objective characterization of downward air–water flow has been performed.•Feature from high speed images have been extracted and used for the analysis.•Some unique phenomena along with commonly observed phenomena have been reported.•Physical interpretations of the phenomena have been reported.