Semi-supervised learning based on convolutional neural network and uncertainty filter for façade defects classification.
Jingjing GuoQian WangYiting LiPublished in: Comput. Aided Civ. Infrastructure Eng. (2021)
Keyphrases
- semi supervised learning
- convolutional neural network
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- co training
- unlabeled data
- unsupervised learning
- machine learning
- uci datasets
- labeled data
- labeled and unlabeled data
- transductive support vector machine
- semi supervised learning algorithms
- supervised learning algorithms
- unlabeled samples
- text classification
- decision trees
- active learning
- training data
- face detection
- class labels
- pattern recognition
- graph based semi supervised learning
- manifold regularization
- labeled instances
- text categorization
- classification accuracy
- feature selection
- image classification
- training set
- computer vision
- neural network
- support vector machine
- label propagation
- support vector
- supervised classification
- learning tasks