The inspection of rice appearance qualities was performed by detecting concave corner points of touching grains regions. The research employed an automatic segmentation algorithm of touching rice grains image which was evaluated as effective method to differentiate or segment touching long and round rice grains and reached high accuracy. In addition this method can be used to inspect other types of rice appearance characteristics, for example, grain shape, grain chalkiness and counting as well.