This paper proposes a supervised classification approach for the real-time pattern recognition of sows in an animal supervision system (asup). Our approach offers the possibility of the foreground subtraction in an asup’s image processing module where there is lack ofstatistical information regarding the . A set of 7 farrowing sessions of sows, during day and night, have been captured (appr…