Effective browsing of image search results via diversified visual summarization by clustering and refining clusters.
Fatemeh AlamdarMohammad Reza KeyvanpourPublished in: Signal Image Video Process. (2014)
Keyphrases
- clustering algorithm
- image collections
- similar objects
- input image
- image data
- image content
- image retrieval
- hierarchical clustering
- image features
- low level
- k means
- multiscale
- self organizing maps
- image segmentation
- overlapping clusters
- single image
- image classification
- representative images
- data clustering
- unsupervised clustering
- clustering method
- visual perception
- visual information
- web images
- visual appearance
- subspace clustering
- arbitrary shaped
- fuzzy clustering
- affinity measure
- similarity measure
- high resolution
- visual features
- edge detection
- spectral clustering
- image search
- similarity graph
- cluster analysis
- data points
- web pages
- visual attributes
- visually similar
- unsupervised learning
- graph clustering
- video search
- image regions
- visual cues
- key frames
- visual data
- document clustering
- spatial relations