摘要
提出一种可实现3D物体分类的广义判别函数,模拟表明利用RBF函数(RBF:RadialBasisFunction)组成的广义判别函数对于3D目标的识别是很有效的,此方法简单,训练时间短,当识别系统采用并行处理数据时,不论是训练时间还是识别时间都很短,并提出一个利用此广义判别函数分类多个3D物体的光电混合系统。
A General discrimination function used to classify 3 D objects is proposed in this paper. The computer simulation shows that the general discriminal function which is constructed by RBF function is very effective for classifying 3 D objects. It has not only short learning time but also short classifying time when the information is processed parallelly in the system. An optoelectronics system is proposed to implement this general discrimination function.
出处
《中国激光》
EI
CAS
CSCD
北大核心
1999年第6期547-551,共5页
Chinese Journal of Lasers
基金
国家自然科学基金
天津市21世纪青年基金
天津市高教局资助项目
关键词
RBF函数
广义判别函数
模式识别
3-D物体分类
RBF function, general discriminal function, pattern recognition, rotation invariance