Modular mART for 3D target recognition

Author(s): Cha, J.W. | Kim, E.S. | Ryu, C.S. |

Year: 1997

Citation: ELECTRONICS LETTERS Volume: 33 Issue: 16 Pages: 1396-1398

Abstract: A modified adaptive resonance theory (mART) neural network of modular structure is proposed. The similarity function and weight resolution of the ART neural networks are modified, and the cluster merging algorithm and modular training method are both introduced. The results from 3D target recognition experiments are compared with those of a self-organising map (SOM) and single mART.

Topics: Image Analysis, Machine Learning, Applications: Remote Sensing, Models: Modified ART, Self Organizing Maps,

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