Dimensionality-Varied Convolutional Neural Network for Hyperspectral Image Classification With Small-Sized Labeled Samples.
Xuejian LiangWanjun LiuYe ZhangJie YuHaicheng QuPublished in: WHISPERS (2018)
Keyphrases
- small sized
- convolutional neural network
- hyperspectral image classification
- labeled samples
- active learning
- semi supervised
- unlabeled samples
- semi supervised learning
- labeled data
- hyperspectral
- face detection
- hyperspectral images
- unlabeled data
- high dimensional
- discriminative information
- class labels
- dimensionality reduction
- class distribution
- high dimensionality
- training dataset
- neural network
- supervised learning
- training data
- unsupervised learning
- label propagation
- feature space
- incremental learning
- training samples
- remote sensing
- detection method
- machine learning
- transfer learning
- dimension reduction
- training set
- face recognition
- computer vision
- learning algorithm
- data distribution
- high dimensional data
- principal component analysis
- image data
- pairwise
- pattern recognition