Image clustering through community detection on hybrid image similarity graphs.
Symeon PapadopoulosChristos ZigkolisGiorgos ToliasYannis KalantidisPhivos MylonasYiannis KompatsiarisAthena VakaliPublished in: ICIP (2010)
Keyphrases
- image similarity
- community detection
- graph clustering
- image retrieval
- image content
- image database
- image matching
- image features
- dissimilarity measure
- multiscale
- similarity measure
- image regions
- similarity function
- input image
- visual features
- clustering method
- clustering algorithm
- hausdorff distance
- mutual information
- image data
- image classification
- network analysis
- densely connected
- social networks
- image segmentation
- similarity measurement
- human perception
- complex networks
- low level features
- low level
- visual similarity
- community discovery
- image representation
- community structure
- relevance feedback
- k means
- matching algorithm
- unsupervised learning