Synthetic data augmentation for high-resolution X-ray welding defect detection and classification based on a small number of real samples.
Liangliang LiPeng WangJia RenZhigang LüXiaoyan LiHui GaoRuohai DiPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- synthetic data
- x ray
- defect detection
- small number
- high resolution
- data sets
- x ray images
- real world
- digital x ray images
- transmission electron microscopy
- intraoperative
- training samples
- real image data
- mri data
- training set
- feature extraction
- medical imaging
- tomographic images
- three dimensional
- feature selection
- electron beam
- electron microscopy
- image processing
- ct scans
- synthetic datasets
- magnetic resonance images
- micro ct
- breast cancer detection
- machine learning
- computer tomography
- low resolution
- metal oxide
- digital subtraction angiography