The proposed algorithm is based on Area of Triangle method with fuzzy classification. Consider three human body joint i.e. shoulder, palm and feet. Feet body joint is separated in to two component toe and heel of the left and right leg. Two triangles are formed on joining the shoulder and feet (toe and Heel) and similarly for two triangles are formed on joining the palm and feet. The Area of triangles is computed on CASIA database with 45 degree viewing direction for 23 frames. Fuzzy classification yield enhanced recognition rate.