Unsupervised convolutional neural networks for large-scale image clustering.
Chih-Chung HsuChia-Wen LinPublished in: ICIP (2017)
Keyphrases
- image data
- multiscale
- convolutional neural networks
- image analysis
- input image
- unsupervised learning
- clustering algorithm
- single image
- image features
- unsupervised manner
- image matching
- edge detection
- image classification
- image content
- image retrieval
- image representation
- convolutional network
- spatial information
- data clustering
- pixel values
- segmentation method
- clustering method
- feature points
- high resolution
- self organizing maps
- energy function
- template matching
- semi supervised
- supervised classification
- unsupervised clustering
- k means
- information bottleneck
- similarity measure
- image segmentation