A Defect Inspection Method for Machine Vision Using Defect Probability Image with Deep Convolutional Neural Network.
Chanhee JangSang-Yun YunHyejin HwangHyunmin ShinSeongSoo KimYangSub ParkPublished in: ACCV (1) (2018)
Keyphrases
- machine vision
- surface defects
- surface inspection
- automated visual inspection
- segmentation method
- quality control
- test images
- grey level
- similarity measure
- image data
- image features
- template matching
- gray value
- region of interest
- image regions
- image retrieval
- reconstruction method
- pixel values
- pairwise
- segmentation algorithm
- image noise
- image classification
- interpolation method
- input image
- imaging systems
- real time
- detection algorithm
- image content
- character recognition
- image segmentation
- convolutional neural network
- image processing
- energy function
- feature points
- level set
- edge detection
- image registration
- probability distribution
- high resolution
- image analysis