Results of the application of the thermography technique to diagnostics of high-pressure gas-discharge plasma have been presented. The method of thermal imaging allows one to reveal internal structure of plasma formation and temperature zones and to determine thickness of a gas layer between the electrode and plasma as well as velocity of gas-dynamic flow along heated particle tracks.