A study has been done on blob detection method for the evaluation of pixel projection on the camera sensor. For the measurement of the marker on the image, a “SmallestCircle” algorithm has been chosen, which fits the area of the projected marker with the smallest circle. 200 measures of the center of this smallest circle have been realized, with a 10 mm diameter marker placed on different distances and different positions of the field of view