Advantages of the short-wave (2.5-3 µm) narrow-band infrared thermography are represented. The process of adsorption of water-vapour molecules on uneven surfaces of solid materials (fabrics) at room temperature is registered by the FPA-based infrared camera fulfilling the above-mentioned requirements. The pronounced "thermal flame" ("thermal fire") phenomenon developing on the specimens' surfaces is exhibited and quantitatively represented. This thermal effect ranged within an order of magnitude. 3-µm-wavelength emissivities of different fabrics are obtained experimentally with the presented non-standard reflection-based method that needs for a narrow-band infrared system. An analytical relationship between the amount of adsorbate and the measurable excess of adsorbent temperature is derived. It is shown that the FPA-based infrared thermography makes it possible to control an incipient molecular film of 1/300-monolayer effective thickness precipitated on the exposed surface of a bulky material and of 1/600-monolayer thickness in the case of the adsorption on a thin-film adsorbent (with a double-faced surface).