Online Deep Clustering with Video Track Consistency.
Alessandra AlfaniFederico BecattiniLorenzo SeidenariAlberto Del BimboPublished in: CoRR (2022)
Keyphrases
- online video
- clustering algorithm
- k means
- real time
- video data
- multimedia
- clustering method
- outlier detection
- online learning
- video content
- video streams
- real time video
- video sequences
- hierarchical clustering
- spectral clustering
- document clustering
- video database
- low frame rate
- video frames
- information theoretic
- self organizing maps
- temporal consistency
- unsupervised learning
- computer vision
- video processing
- video analysis
- digital video
- consistency checking
- unsupervised manner
- cluster analysis
- dynamic textures
- constraint networks
- video clips
- data clustering
- key frames
- anomaly detection
- visual features
- semi supervised
- data sets