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Using the method of based reasoning data fusion, Dempster-Shafer evidence reasoning applies to class of oval fruits recognition experiments. Through multiple sensors to observe and sample the fruits, the characteristic information is extracted, which can determine the basic incredible assigned of various sensors for the unknown fruits. And then Dempster combination rule was used to fuse the data further...
In order to experiment the performance of some popular ANN algorithms to OMIS (Operational Modular Imaging Spectrometer) hyperspectral image, three widely used ANNs, including Back Propagation Neural Network (BPNN), Radial Basis Function Neural Network (RBFNN), Fuzzy ARTMAP network and their improvements, are employed and compared. It is concluded that ANN classifiers perform much better than traditional...
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