Rail surface defect data enhancement method based on improved ACGAN.
Zhendong HeXiangyang GaoZhiyuan LiuXiaoyu AnAnping ZhengPublished in: Frontiers Neurorobotics (2024)
Keyphrases
- synthetic data
- data sets
- input data
- test data
- database
- volumetric data
- statistical methods
- prior knowledge
- data sources
- prior information
- pairwise
- data collection
- reconstruction method
- information loss
- noisy data
- detection method
- data points
- significant improvement
- preprocessing
- data structure
- knowledge discovery
- missing values
- data analysis
- geometrical features
- data mining techniques
- three dimensional
- surface meshes
- laser scanner
- image sequences
- intensity images
- training data
- surface reconstruction
- objective function
- single image