Performance evaluation on 3-D object recognition using a restricted neural network

This report introduces a new approach on a recognition system of three dimensional, i.e. 3D, objects. The proposed system is based on a restricted multi-layered neural network. For the performance evaluation of this network, the experiment in which some similar objects are used for recognition is demonstrated.