1. 昆明理工大学机电工程学院
2. 金川集团股份有限公司
纸质出版:2024
移动端阅览
朱正云, 许平, 陆迎东, 等. 基于机器视觉的镍板表面气孔分割算法研究[J]. 传感器与微系统, 2024,(5):19-22.
朱正云, 许平, 陆迎东, 等. 基于机器视觉的镍板表面气孔分割算法研究[J]. 传感器与微系统, 2024,(5):19-22. DOI: 10.13873/J.1000-9787(2024)05-0019-04.
针对金属镍板表面气孔缺陷检测存在分割目标堆叠和分割线偏移等问题,提出了一种基于机器视觉的镍板表面气孔分割方法,以质心标记计算距离图。该算法采用工业相机构建机器视觉系统,获取镍板表面图像。通过分段线性灰度变换抑制不感兴趣区域,其次对G通道分量进行自适应阈值分割、形态学处理等提取气孔区域,然后图像作差提取出极小值标记,以极小值标记的质心计算距离图并分水岭分割。实验结果表明,该算法气孔正确分割率达94.7%
同时能够获得更准确的气孔分割效果。
王永琪,张远民,王学渊.病变粘连髋关节目标分割算法[J].传感器与微系统,2022(09).
甘章泽,谢敬华,夏毅敏,杨妹,李清友.改进分水岭算法在TBM岩碴片识别与测量中的应用[J].传感器与微系统,2020(11).
苏瑞娟.电解镍气孔形成原因及预防措施[J].山西冶金,2019(05).
刘小燕,吴鑫,孙炜,毛传刚.基于形态学重建和GMM的球团颗粒图像分割[J].仪器仪表学报,2019(03).
徐天芝,张贵仓,贾园.基于形态学梯度的分水岭彩色图像分割[J].计算机工程与应用,2016(11).
邱白晶,王天波,李娟娟,李坤.黄瓜蚜虫的图像识别与计数方法[J].农业机械学报,2010(08).
陈白珍,舒余德,谢赛虎.H_2O_2抑制镍阴极长气孔的研究[J].中南矿冶学院学报,1989(03).
Liu Xinying,Jin Shoufeng,Yang Zixuan,Królczyk Grzegorz,Li Zhixiong.Measuring Shape Parameters of Pearls in Batches Using Machine Vision: A Case Study[J].Micromachines,2022.
Moon Inkyu,Javidi Bahram,Kim Eunji,Hwang Seunghyeon,Park Seonghwan.Deep Learning-based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions.[J].IEEE journal of biomedical and health informatics,2021.
Zhibin Wang,Kaiyi Wang,Feng Yang,Shouhui Pan,Yanyun Han.Image segmentation of overlapping leaves based on Chan–Vese model and Sobel operator[J].Information Processing in Agriculture,2018.
G.J.A. de Melo,V. Gomes,C.C. Baccili,L.A.L. de Almeida,A.C. de C. Lima.A robust segmentation method for counting bovine milk somatic cells in microscope slide images[J].Computers and Electronics in Agriculture,2015.
Neves João C,Castro Helena,Tomás Ana,Coimbra Miguel,Proença Hugo.Detection and separation of overlapping cells based on contour concavity for Leishmania images.[J].Cytometry. Part A : the journal of the International Society for Analytical Cytology,2014.
Qi Xin,Xing Fuyong,Foran David J,Yang Lin.Robust segmentation of overlapping cells in histopathology specimens using parallel seed detection and repulsive level set.[J].IEEE transactions on bio-medical engineering,2012.
Dufour Alexandre,Shinin Vasily,Tajbakhsh Shahragim,Guillén-Aghion Nancy,Olivo-Marin Jean-Christophe,Zimmer Christophe.Segmenting and tracking fluorescent cells in dynamic 3-D microscopy with coupled active surfaces.[J].IEEE transactions on image processing : a publication of the IEEE Signal Processing Society,2005.
0
浏览量
357
下载量
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621