Steel Surface Defect Detection Using an Ensemble of Deep Residual Neural Networks.
Ihor KonovalenkoPavlo MaruschakVitaly BrevusPublished in: J. Comput. Inf. Sci. Eng. (2022)
Keyphrases
- defect detection
- neural network
- textured surfaces
- automated visual inspection
- surface defects
- pattern recognition
- akaike information criterion
- neural network ensemble
- feature extraction
- artificial neural networks
- back propagation
- feature selection
- fuzzy logic
- neural network model
- genetic algorithm
- three dimensional
- training data
- fault diagnosis
- multilayer perceptron
- stainless steel
- computer vision
- activation function
- data sets
- mechanical properties
- image sequences
- competitive learning
- multi layer perceptron
- neural nets
- photometric stereo
- training set