Infrared and Laser Engineering, Volume. 36, Issue 4, 543(2007)
Fuzzy sets based neural network algorithm for scene matching
Via introducing neural network theory and fuzzy sets theory , a novel neural network algorithm (NNBF) based on fuzzy sets is proposed. Image fuzzy sets are taken as feature space, and the exact positions are optimized by using 3 layers forward neural network algorithm. Experimental results show that the proposed algorithm is more advantagous in matching accuracy, speed, robustness, and has anti-jamming performance compared with conventional methods. It is fit for the real-time aircraft scene matching.
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[in Chinese], [in Chinese], [in Chinese], [in Chinese]. Fuzzy sets based neural network algorithm for scene matching[J]. Infrared and Laser Engineering, 2007, 36(4): 543