农业工程学报
農業工程學報
농업공정학보
2010年
1期
238-242,后插4
,共6页
周平%赵春江%郑文刚%王纪华%孙忠富%文友先
週平%趙春江%鄭文剛%王紀華%孫忠富%文友先
주평%조춘강%정문강%왕기화%손충부%문우선
图像识别%边缘检测%算法%鸡蛋
圖像識彆%邊緣檢測%算法%鷄蛋
도상식별%변연검측%산법%계단
image recognition%edge detection%algorithms%egg
机器视觉技术广泛应用于鸡蛋感官品质无损检测研究中,快速得到鸡蛋图像边缘有助于高效识别鸡蛋的几何特征参数.借鉴计算机二分法快速解方程的算法,提出用二分法快速检测图像边缘,把对图像的整体研究转换到具体的行图像来研究,利用行图像信息构建了满足二分法求解条件的方程,并把对边缘的枪测构造成对方程的求解问题,从而建立了二分法求解鸡蛋图像边缘的理论基础,最后在应用部分给出了详细的程序实现步骤.试验结果表明:该方法可以检测鸡蛋图像边缘,检测效率提高了约20倍,大大加快了检测速度,可为鸡蛋自动化检测提供更高的效率.
機器視覺技術廣汎應用于鷄蛋感官品質無損檢測研究中,快速得到鷄蛋圖像邊緣有助于高效識彆鷄蛋的幾何特徵參數.藉鑒計算機二分法快速解方程的算法,提齣用二分法快速檢測圖像邊緣,把對圖像的整體研究轉換到具體的行圖像來研究,利用行圖像信息構建瞭滿足二分法求解條件的方程,併把對邊緣的鎗測構造成對方程的求解問題,從而建立瞭二分法求解鷄蛋圖像邊緣的理論基礎,最後在應用部分給齣瞭詳細的程序實現步驟.試驗結果錶明:該方法可以檢測鷄蛋圖像邊緣,檢測效率提高瞭約20倍,大大加快瞭檢測速度,可為鷄蛋自動化檢測提供更高的效率.
궤기시각기술엄범응용우계단감관품질무손검측연구중,쾌속득도계단도상변연유조우고효식별계단적궤하특정삼수.차감계산궤이분법쾌속해방정적산법,제출용이분법쾌속검측도상변연,파대도상적정체연구전환도구체적행도상래연구,이용행도상신식구건료만족이분법구해조건적방정,병파대변연적창측구조성대방정적구해문제,종이건립료이분법구해계단도상변연적이론기출,최후재응용부분급출료상세적정서실현보취.시험결과표명:해방법가이검측계단도상변연,검측효솔제고료약20배,대대가쾌료검측속도,가위계단자동화검측제공경고적효솔.
Machine vision technology is widely used in egg non-destructive sensory quality detection. Quickly getting the image edge will help more efficiently identify the geometric characteristic parameters. Inspired by the dichotomy algorithm to rapidly solve equations, this paper proposed the same idea to rapidly detect the image edge and set up the theoretical basis for it. The image was composed by rows of pixels and each row was named Line Image. The paper used the line image information to build an equation, which would transform the problem of edge detecting into the equal problem of equation solving. Besides, the paper gave the implementation steps about how to program in application.Experimental results show that the method can detect egg image edge, and the detection efficiency had been improved about 20 times, which will provide the egg automated industry with higher speed.