Joint weakly and fully supervised learning for surface defect segmentation from images.
Bin HuXinggang WangWenyong YuPublished in: Signal Process. Image Commun. (2022)
Keyphrases
- weakly supervised
- segmentation method
- fully supervised
- segmentation algorithm
- three dimensional
- learning process
- input image
- image retrieval
- multiscale
- prior knowledge
- image features
- multiple images
- active learning
- learning algorithm
- image segmentation
- similarity measure
- image regions
- light source
- test images
- image processing
- object recognition
- selective sampling
- multi task
- lighting conditions
- region of interest
- single image
- natural images
- probabilistic model
- reinforcement learning