AbstractThis article explores object identification by complex moment features obtained using a tactile array sensor. Some complex moment invariants have been derived and implemented eliminating the effects of lateral displacement and rotation from the tactile images. The generation of a decision tree and use of the complex moment features, allow easy identification of object shapes from the tactile array sensor.