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Application of interactive evolutionary computation in virtual actor''''s expression modeling
交互式进化计算在虚拟角色表情建模中的应用

Keywords: interactive evolutionary computation (IEC),genetic algorithm,fuzzy neural network
交互式进化计算
,遗传算法,模糊神经网络,虚拟面部表情,交互式,进化计算,虚拟角色,建模,网络应用,actor,virtual,evolutionary,computation,Application,modeling,系统,利用,导演,动画影片,最优,局部,快速收敛,前提,精度,问题

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Abstract:

An Interactive Evolutionary Computation (IEC) method was illustrated for training the facial expressions of the virtual actors in three dimensional computer graphical movies according to the effect that the human directors expect. Fuzzy neural network was used to accommodate director's expert knowledge so that appropriate virtual actor's facial expression could be produced. In order to speed up the convergence of the learning algorithm, genetic algorithm was incorporated into the fuzzy neural network with IEC. Experimental results indicate the success of our approach here.

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