Weld Defect Images Classification with VGG16-Based Neural Network.
Bin LiuXiaoyun ZhangZhiyong GaoLi ChenPublished in: IFTC (2017)
Keyphrases
- neural network
- image classification
- learning vector quantization
- image database
- image features
- image analysis
- pattern recognition
- classification accuracy
- image data
- image collections
- object recognition
- three dimensional
- neural network is trained
- hyperspectral images
- handwritten digits
- input image
- image registration
- pigmented skin lesions
- feature maps
- text classification
- test images
- classification method
- feature selection
- support vector machine
- radiographic images
- decision trees
- skin lesion
- support vector
- segmentation method
- segmentation algorithm
- feature points
- image retrieval
- artificial neural networks
- class labels
- gray level
- image annotation
- feature space
- gabor filters
- multiscale
- nearest neighbour
- edge detection
- training data
- feature extraction
- training set
- denoising