基于HSV空间和遗传算法的仪器仪表信息提取

为了快速提取出工业上简单仪器仪表上的数字符号,在深入研究分割算法和遗传算法的基础上,提出了一种基于HSV彩色空间与遗传算法相结合的快速分割数字符号的算法。在HSV空间条件下,利用H分量信息映射准确定位待识别数字符号区域后,利用遗传算法实现数字符号与背景的快速有效分割。实验仿真表明:该算法能够有效收敛,并准确分割出数字符号。

Information extraction of instrument based on HSV space and genetic algorithm

To quickly extract numerical symbols on the simple instrument in industry,on the basis of studying image segmentation techniques and genetic algorithm(GA),an efficient algorithm combined with HSV color space and GA is proposed.In the HSV space,H component information is used to accurately locate the numerical symbol area,fast and effect segmentation of the numerical symbols from the background is realized using GA.Simulation results indicate that the algorithm has an effective convergence,and seperates symbol accurately.