FPGA平台实现基于遗传算法的图像识别的研究  

Research on image recognition based on genetic algorithm with FPGA implementation

作　　者：赵强[1] 高勇[1] 张晓晖[2] 

机构地区：[1]西安理工大学电子工程系,西安710048 [2]西安理工大学信息与控制工程中心,西安710048

出　　处：《计算机工程与应用》2009年第22期175-179,共5页Computer Engineering and Applications

摘　　要：利用模板匹配方法,采用基于遗传算法的图像识别技术,完成了对图像目标识别的算法验证。在此基础上进行了基于该算法的图像识别系统的FPGA实现,并在相关验证平台进行了硬件仿真与时序分析。实验结果表明,所设计的图像识别电路具有较高的识别精度和较快的识别速度。Adopting image recognition technologies based on genetic algorithm,the algorithm of image target recognition is verified using template matching method.The image recognition system based on this algorithm is implemented with FPGA.The hardware simulation and timing analysis are carried out by the relevant verification platform.The results indicate that the image recognition circuits designed in this paper have the merits of higher recognition precision and faster recognition speed.

关 键 词：图像识别 遗传算法 现场可编程门阵列 

分 类 号：TP753[自动化与计算机技术—检测技术与自动化装置]