计算机应用与软件2016，Vol.33Issue(12)：173-178,6.DOI:10.3969/j.issn.1000-386x.2016.12.042
图像识别计数在储备生猪统计的应用
APPLYING IMAGE RECOGNITION AND COUNTING TO RESERVED LIVE PIGS STATISTICS
摘要
Abstract
Considering the situation of difficulty in on-site reserved number counting caused by the dispersedness and remoteness of breed-ing farms of reserved live pigs,we designed image acquisition and recognition counting method so as to set up the networking statistical system for breeding farms.First,we employed optical technique to determine the typical colour characteristic of target,and used this as the judgement basis for relative proportion of RGB colour component of the recognition target.After preprocessing the images with median filtering,we then carried out target number statistic for processed binary image by the method combining morphological algorithm and region growing algorithm. It is demonstrated by the result of experiments on single PC that the method can accurately extract the target in images which have smaller cov-erage rate each other,and reduces the impact brought forth by illumination factor,and finally realises automatic counting for the number of live pigs.关键词
多目标计数/区域生长/颜色特征/中值滤波/畜牧储备统计Key words
Multi-target counting/Regional growing/Colour characteristic/Median filtering/Husbandry reserve statistics分类
信息技术与安全科学引用本文复制引用
张天昊,梁炎森,何志毅..图像识别计数在储备生猪统计的应用[J].计算机应用与软件,2016,33(12):173-178,6.基金项目
广西无线宽带通信与信号处理重点实验室开放基金项目（12108）。 （）
