A survey on advancements in image-text multimodal models: From general techniques to biomedical implementations.
Ruifeng GuoJingxuan WeiLinzhuang SunBihui YuGuiyong ChangDawei LiuSibo ZhangZhengbing YaoMingjun XuLiping BuPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- image features
- image data
- input image
- biomedical images
- single image
- special case
- bayesian framework
- random fields
- image content
- multiscale
- template matching
- image retrieval
- image analysis
- image pixels
- region of interest
- image collections
- image classification
- parametric models
- image statistics
- similarity measure
- complex background
- segmentation method
- probabilistic model
- image regions
- statistical model
- scanned documents
- image matching
- text documents
- keywords
- image sequences
- image segmentation
- biomedical text
- bounding box
- computer vision
- test images
- spatial information
- keypoints
- semantic information
- image representation
- feature points
- text mining
- information extraction
- color images
- image processing