GSS: Graph-Based Subspace Learning with Shots Initialization for few-shot Recognition.
Rui-Qi WangXu-Yao ZhangCheng-Lin LiuPublished in: ICME (2021)
Keyphrases
- subspace learning
- visual learning
- appearance based object recognition
- video shots
- dimensionality reduction
- semi supervised
- key frames
- video data
- visual features
- video sequences
- manifold learning
- news video
- shot detection
- temporal segmentation
- object recognition
- data representation
- low dimensional
- sparse representation
- sparse coding
- face recognition
- high dimensional data
- action recognition
- learning algorithm
- principal component analysis
- feature extraction
- dimension reduction
- higher order
- co occurrence
- active learning
- k means
- clustering algorithm
- gradual transitions
- subspace learning algorithm
- feature selection