一种自适应学习算法在图像识别中的应用研究

An Adaptive Learning Algorithm for Image Recognition

文章研究了特征图像的自适应识别技术问题,提出了利用自适应共振理论,实现自稳定和自组织识别的人工神经网络,达到学习和自适应识别图像的应用要求,根据这一原理及规则,给出了具有自稳定分类功能的自适应学习算法。

This paper studies adaptive learning for diagnostic image recognition and expounds that adaptive resonance theory is utilized to achieve ART artificial neural network of self-stability and self-makeup for recognition,which meets the requirement of learning and adaption.In terms of the principle,an algorithm of self-stability and classifier learning is also provided.