These were assigned a value of one, so that when the calcification cluster was multiplied by the unprocessed breast image during insertion, these pixels associated with the background were not altered in the unprocessed breast image. This may have left background in the vicinity of the calcification due to background pixel values being lower than the mean. This method does, however, avoid the creation of unrealistically sharp edges on the extracted calcifications.