Comparison of Deep Learning Methods and a Transfer-Learning Semi-Supervised GAN Combined Framework for Pavement Crack Image Identification.
Kai-liang LuGuo-rong LuoMing ZhangJin-feng QiChun-ying HuangPublished in: CECNet (2022)
Keyphrases
- transfer learning
- deep learning
- semi supervised
- labeled data
- multiscale
- image segmentation
- test images
- cross domain learning
- probabilistic model
- image features
- unlabeled data
- active learning
- cross domain
- feature extraction
- semi supervised learning
- image classification
- image retrieval
- similarity measure
- maximum likelihood
- object recognition
- multi class
- machine learning
- restricted boltzmann machine