Published April 1, 2019 | Version v1
Journal article

Research and Implementation of Partition Detection Algorithm Based on Defects of sanitary Products

  • 1. School of Information Engineering, Beijing institute of Graphic Communication, Beijing 102600 (China)

Description

In order to solve the problem of detecting the surface stains of the unfixed shading flexible sanitary Products, a new detection algorithm was proposed to realize the rapid and accurate detection of the unfixed shading flexible sanitary products.In the detection algorithm, the collected sample images are first pre-processed, and then the threshold image segmentation method is used in the sample images to perform partitioning, and different mathematical morphology processes are performed according to different partition regions; Then, the segmented image processed by mathematical morphology is subjected to defect detection of its suitable algorithm according to its different regional features; Finally, the stains are extracted by using the dilation, erosion, and connectivity of the region.The algorithm is implemented by Halcon operator of MVtec company in Germany. Experiments show that the algorithm can identify edge stains, cotton pad stains and cotton core stains well. The average time overhead is 92ms and the detection accuracy is 100%. Compared with the traditional method, the method in this paper is robust and fast, and can meet the needs of industrial high-speed production. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1757-899X/490/7/072049

Additional details

Publishing Information

Journal Title
IOP Conference Series. Materials Science and Engineering (Online)
Journal Volume
490
Journal Issue
7
Journal Page Range
[6 p.]
ISSN
1757-899X

Conference

Title
2. International Symposium on Application of Materials Science and Energy Materials
Acronym
SAMSE 2018
Dates
17-18 Dec 2018
Place
Shanghai (China)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
52115473
Subject category
S42: ENGINEERING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ACCURACY; ALGORITHMS; COMPARATIVE EVALUATIONS; DETECTION; EROSION; IMPLEMENTATION; MORPHOLOGY; SURFACES
Descriptors DEC
EVALUATION; MATHEMATICAL LOGIC