Fuzzy system for image defect detection based on machine vision.
Yiqiang LaiYongjun QiXianfeng ZengPublished in: Int. J. Manuf. Technol. Manag. (2024)
Keyphrases
- machine vision
- defect detection
- automated visual inspection
- surface defects
- character recognition
- image representation
- vision system
- image analysis
- image processing
- input image
- image data
- single image
- image collections
- quality control
- multiscale
- image content
- image classification
- image segmentation
- surface inspection
- template matching
- image features
- fuzzy sets
- low level
- image regions
- region of interest
- edge detection
- imaging systems
- membership functions
- test images
- pixel values
- similarity measure
- segmentation algorithm
- high resolution
- fuzzy logic
- image structure
- lighting conditions
- feature extraction
- image pixels
- segmentation method
- image sequences
- real time