The Summary of Researches on Detections of Potato Surface Defects by Machine Vision

被引:0
作者
Tian Haitao [1 ]
Zhao Jun [1 ]
机构
[1] Lanzhou Jiaotong Univ, Sch Mech Engn, Lanzhou 730070, Gansu, Peoples R China
来源
PROCEEDINGS OF THE 2016 2ND WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS | 2016年 / 81卷
关键词
machine vision; defect detection; image processing; potatoes;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The research of potato surface defect detection has an important signification on nondestructive detection and automation grading of potato. This paper summarizes the primary researches on potato surface defect detection by machine vision at home and abroad, and, based on clear and concise logical frame, divides the contents into 3 parts: the preprocessing of defective-potato image, the judgment of serious defect and the classification of mixed defect on potatoes. It mainly elaborates the approach on judging serious defect and the representative methods of classification of mixed defect, which would provide reference for the later researches. Meanwhile, it summarizes advantages and disadvantages in present researches, and look into the future approach on potato defect detection.
引用
收藏
页码:1468 / 1472
页数:5
相关论文
共 16 条
[1]   A genetic algorithm approach for feature selection in potatoes classification by computer vision [J].
Dacal-Nieto, Angel ;
Vazquez-Fernandez, Esteban ;
Formella, Arno ;
Martin, Fernando ;
Torres-Guijarro, Soledad ;
Gonzalez-Jorge, Higinio .
IECON: 2009 35TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS, VOLS 1-6, 2009, :1842-+
[2]  
Deck S. H., 1995, Applied Engineering in Agriculture, V11, P319
[3]  
Jing Jin, 2009, RES DETECTION APPL P
[4]  
Li JinWei Li JinWei, 2010, Transactions of the Chinese Society of Agricultural Engineering, V26, P236
[5]  
Liu Wei, 2013, RES DETECTION ARITHM
[6]   High speed potato grading and quality inspection based on a color vision system [J].
Noordam, JC ;
Otten, GW ;
Timmermans, AJM ;
van Zwol, BH .
MACHINE VISION APPLICATIONS IN INDUSTRIAL INSPECTION VIII, 2000, 3966 :206-217
[7]  
[史崇升 Shi Chongsheng], 2014, [食品与机械, Food and Machinery], V30, P129
[8]  
Thierry Pun, 1991, ADV INTELLIGENT ROBO, P1
[9]  
Wang ChengLong Wang ChengLong, 2014, Transactions of the Chinese Society of Agricultural Engineering, V30, P245
[10]  
Xiaojuan Yu, 2009, T CHINESE SOC AGR S2, p[25, 314]