Research and Implementation of Partition Detection Algorithm Based on Defects of sanitary Products
Creators
- 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/490/7/072049Additional details
Identifiers
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