首页|基于Kirsch算子与数学形态学的马铃薯图像芽眼识别与定位方法

基于Kirsch算子与数学形态学的马铃薯图像芽眼识别与定位方法

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马铃薯图像芽眼识别是马铃薯自动切块实现大面积种植的前提,由此提出一种基于Kirsch算子与数学形态学的马铃薯图像芽眼识别与定位方法.对马铃薯图像进行灰度化、中值滤波处理,采用Kirsch算子快速算法进行边缘检测,结合数学形态学强大的处理功能巧妙地剔除马铃薯边界,实现马铃薯芽眼区域的识别与快速定位.实验表明,该方法识别率高,芽眼区域标记完整、简单快捷,具有较好的实时性和准确性,可为后续马铃薯芽眼智能化切割提供借鉴与参考.
Recognition and Location Method of Potato Image Bud Eye Based on Kirsch Operator and Mathematical Morphology
The recognition of potato image bud eye is the premise of potato automatic cutting to realize large area planting.This paper presents a recognition and location method of potato image bud eye based on Kirsch operator and mathematical morpholo-gy.The potato image is processed by grayscale and median filtering.The image edge is detected by using the fast algorithm of Kirsch operator.Combined with the powerful processing function of the mathematical morphology,the potato boundary is clev-erly removed to realize the recognition and rapid positioning of potato bud eye area.The experimental results show that the method has high recognition rate,complete marking of bud eye area,simple and fast,and has good real-time and accuracy,which can provide reference for the subsequent intelligent cutting of potato bud eye.

potatobud eye recognitionKirsch operatorlocation

梁利利、毛露露、高楠

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咸阳师范学院,实验实训中心,陕西,咸阳 712000

咸阳师范学院,外国语学院,陕西,咸阳 712000

马铃薯 芽眼识别 Kirsch算子 定位

咸阳师范学院2021年科研计划项目

XSYK21030

2024

微型电脑应用
上海市微型电脑应用学会

微型电脑应用

CSTPCD
影响因子:0.359
ISSN:1007-757X
年,卷(期):2024.40(1)
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