The invention therefore relates to a composition in the form of an oil-in-water emulsion, in particular comprising a physiologically acceptable medium, in particular for coating keratin materials, more particularly for making up and / or caring for keratin materials, such as the skin, containing at least: a) a continuous oily phase; and b) a discontinuous aqueous phase dispersed in said oily phase; c) at least one hydrophobic film-forming polymer; d) at least one non-volatile oil; and e) at least one non-interferential, non-thickening filler having an average size of less than 15.0 μm and an oil absorption capacity Wp of at least 40 ml / 100g; and g) an emulsifying system comprising at least one emulsifying silicone elastomer; and h) at least one pigment; f) optionally at least one polyol; and i) optionally at least one additional charge; the total amount of solid matter ranging from 15 to 30% by weight relative to the total weight of the composition; and - the solids content ranging from 40 to 65%; and the ratio by weight total amount of particulate matter / total solids content ranging from 30% to 55%. The invention also relates to a process for coating keratin materials, more particularly makeup and / or care of keratin materials, such as the skin, characterized in that it comprises the application to keratin materials of a composition such as than previously defined.L'invention concerne donc une composition sous forme d'émulsion huile-dans-eau , notamment comprenant un milieu physiologiquement acceptable, notamment de revêtement des matières kératiniques, plus particulièrement de maquillage et/ou de soin des matières kératiniques, telles que la peau, contenant au moins :a) une phase huileuse continue; etb) une phase aqueuse discontinue dispersée dans ladite phase huileuse ;c) au moins un polymère filmogène hydrophobe ;d) au moins une huile non volatile ; ete) au moins une charge non interférentielle, non épaississante, présentant une taille moyenne i