Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization.
Adish SinglaSebastian TschiatschekAndreas KrausePublished in: AAAI (2016)
Keyphrases
- adaptive sampling
- image collections
- dictionary learning for sparse
- monte carlo
- objective function
- image content
- random sampling
- visual features
- dictionary learning
- representative images
- control charts
- image set
- image retrieval
- image browsing
- image annotation
- semantic concepts
- multiscale
- visual concepts
- active learning
- sampling methods
- visual information
- object recognition
- image database
- image data