Invariant object recognition using eigenvalues of covariance matrices and autocorrelation
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Expert Systems with Applications: An International Journal
Invariant 2D object recognition using KRA and GRA
Expert Systems with Applications: An International Journal
Machine Learning in Granular Computing
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Application of multi-weighted neuron for iris recognition
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Continuous speech research based on two-weight neural network
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Face recognition using topological manifolds learning
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Channel equalization based on two weights neural network
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
Continuous speech research based on hypersausage neuron
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
Continuous speech recognition based on ICA and geometrical learning
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Research on multi-degree-of-freedom neurons with weighted graphs
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
HyperSurface classifiers ensemble for high dimensional data sets
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Similarity index for clustering DNA microarray data based on multi-weighted neuron
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Iris recognition algorithm based on point covering of high-dimensional space and neural network
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Digits speech recognition based on geometrical learning
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
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On the basis of DBF nets proposed by Wang Shoujue, the model and properties of DBF neural network were discussed in this paper. When applied in pattern recognition, the algorithm and implement on hardware were presented respectively. We did experiments on recognition of omnidirectionally oriented rigid objects on the same level, using direction basis function neural networks, which acts by the method of covering the high dimensional geometrical distribution of the sample set in the feature space. Many animal and vehicle models (even with rather similar shapes) were recognized omnidirectionally thousands of times. For total 8800 tests, the correct recognition rate is 98.75%, the error rate and the rejection rate are 0.5% and 1.25% respectively.