Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need.
Vighnesh BirodkarHossein MobahiSamy BengioPublished in: CoRR (2019)
Keyphrases
- image classification
- visual features
- bag of words
- semantic web
- image representation
- feature extraction
- natural language
- semantic knowledge
- data sets
- semantic network
- semantic annotation
- benchmark datasets
- uci machine learning repository
- semantic representation
- semantic description
- database
- visual dictionary
- scene classification
- class specific
- visual words
- semantic information
- domain specific
- image features
- machine learning