Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification.
Injae KimJongha KimJoonmyung ChoiHyunwoo J. KimPublished in: ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Keyphrases
- visual concepts
- image classification
- classifier training
- visual features
- multi label
- semantic concepts
- visual content
- inter related
- image content
- image representation
- learning tasks
- image collections
- visual words
- image features
- feature extraction
- visual similarity
- bag of words
- video content
- image annotation
- object categories
- positive examples
- visual information
- computer vision
- semantic gap
- high level
- low level features
- semantic information
- text classification
- decision trees