Few-shot image classification based on gradual machine learning.
Na ChenXianming KuangFeiyu LiuKehao WangLijun ZhangQun ChenPublished in: Expert Syst. Appl. (2024)
Keyphrases
- image classification
- machine learning
- visual features
- image representation
- bag of words
- feature extraction
- pattern recognition
- video sequences
- machine learning methods
- learning algorithm
- knowledge acquisition
- data mining
- image features
- machine learning approaches
- detection algorithm
- visual words
- learning tasks
- artificial intelligence
- computational intelligence
- class specific
- inductive learning
- inductive logic programming
- video content
- feature selection
- reinforcement learning
- statistical methods
- data analysis
- active learning
- sparse representation
- machine learning algorithms
- video data
- natural language processing
- learning systems
- learning problems
- key frames
- sparse coding
- knowledge representation
- semi supervised learning
- multi layer
- explanation based learning
- model selection
- gradual transitions