CAJ | 학술논문

针对电力监测系统中使用的彩色仪表，提出了一种基于彩色区域识别的快速报警指针识别算法。传统直线检测采用Hough变换，具有存储空间大，计算时间长等缺点。创新性地将图像彩色信息和Hough变换相结合，通过识别指针所在的区域颜色，判断是否需要报警输出，并为下一步精确识别指针示数确定Hough变换的搜索范围，通过减小搜索范围来减少Hough算法需要的内存空间和计算时间。实验结果表明，改进算法比传统算法具有明显更高的效率。
침대전력감측계통중사용적채색의표，제출료일충기우채색구역식별적쾌속보경지침식별산법。전통직선검측채용Hough변환，구유존저공간대，계산시간장등결점。창신성지장도상채색신식화Hough변환상결합，통과식별지침소재적구역안색，판단시부수요보경수출，병위하일보정학식별지침시수학정Hough변환적수색범위，통과감소수색범위래감소Hough산법수요적내존공간화계산시간。실험결과표명，개진산법비전통산법구유명현경고적효솔。
A fast alarm pointer recognition algorithm based on color region recognition has been proposed in this paper for the color instrument used in the electric monitoring system. The traditional line detection algorithms take use of Hough transformation,which ask for a large storage space and a long computation time. Combining the image color in-formation and Hough transformation creatively,whether the alarm signal should be outputted will be determined by i-dentifying the color of the region where the pointer lies,which will confirm the search range of the Hough transforma-tion algorithm for the accurate next identification. The required memory space and computation time will be reduced by shrinking the search range. Experiment results show a higher efficiency of the improved algorithm than that of the traditional algorithm.