1. 辽宁工程技术大学软件学院
2. 辽宁工程技术大学研究生院
纸质出版:2021
移动端阅览
[1]姜文涛,王梓民,张驰.基于曲量场空间的皮带堆煤识别[J].传感器与微系统,2021,40(01):140-143.
JIANG Wentao, WANG Zimin, ZHANG Chi. Coal pile recognition based on curved space field[J]. 2021, 40(1): 140-143.
[1]姜文涛,王梓民,张驰.基于曲量场空间的皮带堆煤识别[J].传感器与微系统,2021,40(01):140-143. DOI: 10.13873/J.1000-9787(2021)01-0140-04.
JIANG Wentao, WANG Zimin, ZHANG Chi. Coal pile recognition based on curved space field[J]. 2021, 40(1): 140-143. DOI: 10.13873/J.1000-9787(2021)01-0140-04.
为了避免煤矿井下皮带发生堆煤事故
提出将曲量场空间方法应用到煤矿皮带堆煤识别中。首先采用图像亮度信号和信息熵的分布特征检测图像内部凸凹信息
利用曲量子描绘凸凹域的梯度渐变特征
去除图像灰度信息
然后将曲量子群融合
并对曲量子空间中的边缘曲量子进行光滑衔接
组建曲量场空间
最后利用曲量场空间聚合度构建堆煤模型
计算立体模型的高度和半径
进行实时预警。该方法在强噪音、边缘模糊等因素影响条件下对堆煤具有较好的识别效果。由实验结果知
该方法对皮带堆煤识别速度为26.3帧/s
准确率为98.2%。
A novel method based on curved space field is applied to coal pile recognition is proposed
in order to avoid coal pile accident in coal mines.Firstly
the internal concave information is detected with luminance signal and entropy distribution feature in coal pile image.The gradient feature in concave and convex area is described by curved quantum.The gray information is removed from image.Then all the sub-curved space
which is formed of curved quantum group
constituted the curved space field by linking up with each edge of curved quantum smoothly.Finally
the coal pile model is structured by degree of polymerization.The early warning based on the coal pile height and radius is ready for the upper limit
which is calculated according to the coal pile model.This method can overcome the effects of noise and blurred image on the recognition of coal pile with taking advantage of cured space field with the resistance to environmental noise.Experiments show that the proposed application has a better detection speed with 26.3 frame per second and the accuracy is 98.2 %.
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