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J. Lopez, J. Lopez, J. A. Manceras, and A. Mana, "Neural Networks Applied to the Estimation of Object Orientation",
International Conference on Imaging Science, Systems, and Technology (CISST’98), pp. 418-424, July, 1998. More..


We present in this paper a first approach to the use of artificial neural as a tool to determine the orientation of objects moving on a conveyor belt in a car assembly line. The capability of neural networks to generalise is a key element in the calculation of an object’s orientation. In this sense, a neural network with Competitive Hebbian Learning can identify the angle of a part never used in its training process. The equilibrium between exactitude and processing time is also studied.

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