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Research on image processing based on pattern recognition
- Source :
- Journal of Physics: Conference Series. 1570:012065
- Publication Year :
- 2020
- Publisher :
- IOP Publishing, 2020.
-
Abstract
- Image processing is to transform the image into digital matrix by mathematical formula, then store the data in the computer, and enhance the source bitmap by computer, including gray-scale processing, median filtering and binarization. Then the image is cut, including contour edge processing, seed filling and so on. In this paper, the image is recognized and processed based on pattern recognition, and then a pre classifier is designed to build a system model of fruit intelligent classification. After the fruit is taken by industrial camera, the corresponding image processing and feature value extraction are carried out. Then the extracted eigenvalues are used for classification. Through this method to achieve a variety of fruit classification effect.
- Subjects :
- History
Computer science
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Pattern recognition
Image processing
Mathematical formula
computer.file_format
Computer Science Applications
Education
System model
Median filter
Bitmap
Artificial intelligence
business
computer
Classifier (UML)
Eigenvalues and eigenvectors
Subjects
Details
- ISSN :
- 17426596 and 17426588
- Volume :
- 1570
- Database :
- OpenAIRE
- Journal :
- Journal of Physics: Conference Series
- Accession number :
- edsair.doi...........9d81d67566c1f7a2f19a12c576f38f42