A multimodal transformer to fuse images and metadata for skin disease classification.
Gan CaiYu ZhuYue WuXiaoben JiangJiongyao YeDawei YangPublished in: Vis. Comput. (2023)
Keyphrases
- image classification
- metadata
- skin lesion
- image features
- image database
- image data
- image analysis
- three dimensional
- databases
- input image
- image registration
- image collections
- classification accuracy
- object recognition
- human skin
- skin surface
- feature vectors
- image retrieval
- edge detection
- feature extraction
- text classification
- data fusion
- test images
- image set
- image annotation
- image processing
- complex background
- clinical applications
- digital photos
- skin color detection
- hyperspectral images
- extracted features
- lighting conditions
- feature points
- similarity measure
- decision trees
- feature selection