In image processing, binary image is needed as an input for extracting features in many cases such as object tracking, pattern recognition, object separation, etc. This paper proposes an advanced algorithm to select only one binary image from RGB. The algorithm uses mean of histogram as threshold to determine how many binary images can be created. Then a binary image will be selected based on highest number of all occurrence pixels as first rank.

algorithm, binary image, RGB.