基於並行結構的Gabor小波神經網絡算法及應用

原創 socx2007 2020-02-23 01:49

給出了一種基於並行結構的Gabor小波神經網絡算法。根據多CPU系統的並行結構和神經網絡本身並行性的特點，設計了用於圖象目標識別的Gabor小波神經網絡算法，算法的輸入層包括Gabor小波尺度、平移和頻率調製參數的運算；隱層是在並行CPU中實現神經網絡算法及優化；輸出層是Gabor小波神經網絡的分類結果。對4類飛機圖像目標進行了仿真實驗，識別率達到98%以上，識別時間爲40ms。

 

 

許廷發(Ting-Fa Xu);韋崗(Gang Wei);倪國強(Guo-Qiang Ni)

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