Deep Clustering for Unsupervised Learning of Visual Features.
Mathilde CaronPiotr BojanowskiArmand JoulinMatthijs DouzePublished in: CoRR (2018)
Keyphrases
- visual features
- unsupervised learning
- visual information
- image classification
- probabilistic latent semantic analysis
- visual content
- image retrieval
- image search
- supervised learning
- clustering algorithm
- visual appearance
- low level features
- semi supervised
- deep architectures
- low level
- keywords
- image annotation
- k means
- global features
- face recognition
- machine learning
- feature selection
- web images
- semantic concepts
- image collections
- key frames
- object recognition
- text classification
- dimensionality reduction
- semantic gap
- bag of features
- training data
- co occurrence
- video shots
- feature vectors
- image segmentation
- visual similarity
- visual descriptors
- visual properties