Hybrid deep learning architecture for rail surface segmentation and surface defect detection.
Yunpeng WuYong QinYu QianFeng GuoZhipeng WangLimin JiaPublished in: Comput. Aided Civ. Infrastructure Eng. (2022)
Keyphrases
- surface segmentation
- deep learning
- defect detection
- range images
- globally optimal
- textured surfaces
- unsupervised feature learning
- unsupervised learning
- machine learning
- free form objects
- deep architectures
- mental models
- weakly supervised
- d objects
- higher order
- three dimensional
- probabilistic model
- natural images
- active learning
- object recognition
- multiscale
- image segmentation
- computer vision
- learning algorithm