Constrained Video Face Clustering using1NN Relations.
Vicky KalogeitonAndrew ZissermanPublished in: BMVC (2020)
Keyphrases
- neural network
- clustering method
- video data
- nearest neighbor
- clustering algorithm
- video sequences
- k means
- video content
- real time
- self organizing maps
- multimedia
- human faces
- semantic relations
- video streams
- unsupervised learning
- knn
- artificial neural networks
- categorical data
- unsupervised manner
- video surveillance
- hierarchical clustering
- video analysis
- spectral clustering
- video frames
- genetic algorithm
- data points
- space time
- face images
- face detection and tracking
- video database
- video clips
- video retrieval
- high dimensional data
- information theoretic
- data clustering
- key frames
- temporal information
- human activities
- facial expressions
- facial features
- recognition algorithm
- document clustering
- training process
- image sequences
- cluster analysis