A visual illusion which appears at the limit of resolution is used to investigate perceived artifacts of the convolution by Gaussian filters. Evidence is provided that implicate the smallest size operator at the retina and that suggest that the perceived shape of intensity changes is influenced by artifacts induced by the operator.