A novel vision-based method for loosening detection of marked T-junction pipe fittings integrating GAN-based segmentation and SVM-based classification algorithms.
Xinjian DengJianhua LiuHao GongJiayu HuangPublished in: J. Intell. Manuf. (2023)
Keyphrases
- support vector machine svm
- support vector machine
- detection method
- classification algorithm
- classification method
- segmentation method
- significant improvement
- ground truth data
- computationally efficient
- computational cost
- classification accuracy
- fully automatic
- feature set
- machine learning methods
- preprocessing
- segmentation errors
- learning algorithm
- page segmentation
- features extraction
- segmentation algorithm
- feature space
- support vector
- feature extraction and selection
- detection algorithm
- image segmentation algorithms
- pixel classification
- segmentation accuracy
- nearest neighbour
- training samples
- multiscale
- image segmentation
- image processing