1991 Volume 111 Issue 12 Pages 645-651
In shape identification of the 3-D object using a vision sensor, it is important that the system is insensitive to the translation and the rotation of the object. The authors have developed a system for quickly identifying the shape of the 3-D object, using a dot-matrix-like bright spots projection. In the system, the range data is classified, using the 3-D information of the bright spot. The polar coordinates transform is performed in the frequency domain of the classification data. A pattern of invariance to the translation and the rotation of the classification data is produced, using the power spectrum of the transformation data. The pattern is identified by a multi-layered neural network.
This paper describes the method of the shape identification of the 3-D object, using the dotmatrix-like bright spots. The results of the experiments, which were performed to verify the effectiveness of the proposed method, are discussed.
The transactions of the Institute of Electrical Engineers of Japan.C
The Journal of the Institute of Electrical Engineers of Japan