Variational Clustering: Leveraging Variational Autoencoders for Image Clustering.
Vignesh PrasadDipanjan DasBrojeshwar BhowmickPublished in: IJCNN (2020)
Keyphrases
- image segmentation
- clustering algorithm
- clustering method
- k means
- image data
- multiscale
- single image
- self organizing maps
- dirichlet process mixture models
- similar objects
- image collections
- spectral clustering
- data clustering
- image retrieval
- input image
- unsupervised learning
- image classification
- cluster analysis
- image analysis
- smoothness term
- multiresolution
- dissimilarity measure
- test images
- image content
- document clustering
- image features
- data points
- low level
- image structure
- image pixels
- image matching
- variational methods
- high dimensional data
- image processing
- edge detection