An application roller for applying liquid or semi-liquid substances on surfaces comprises a frame having a shaft including a handle thereon for grasping by a user and a cross axle oriented at a right angle to the shaft. A cylinder having first and second ends rotatably mounted on the cross axle defines an outer surface having a first portion of an attachment system thereon. A cover wrap dimensioned to circumferentially encompass the cylinder has a liquid absorbent outer surface and an inner surface including a second portion of the attachment system. The first and second portions of the attachment system cooperate to permit selective removal and reattachment of the cover wrap on the cylinder.