X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification.
Hanzi XuMuhao ChenLifu HuangSlobodan VuceticWenpeng YinPublished in: CoRR (2024)
Keyphrases
- decision trees
- shot detection
- video shots
- automatic classification
- machine learning
- video sequences
- pattern recognition
- feature extraction
- supervised learning
- video indexing
- video content
- shot change detection
- shot boundary detection
- news video
- classification models
- pattern classification
- detection algorithm
- support vector
- image classification
- classification method
- temporal continuity
- visual features
- video data
- classification systems
- support vector machine
- classification accuracy
- multi class
- data sets
- association rules
- classification process
- unsupervised learning
- change detection
- classification algorithm