STGIC: A graph and image convolution-based method for spatial transcriptomic clustering.
Chen ZhangJunhui GaoHong-Yu ChenLingxin KongGuangshuo CaoXiangyu GuoWei LiuBin RenDong-Qing WeiPublished in: PLoS Comput. Biol. (2024)
Keyphrases
- clustering method
- segmentation method
- grey level
- region of interest
- similarity measure
- input image
- k means
- reconstruction method
- segmentation algorithm
- template matching
- image data
- fourier domain
- interpolation method
- test images
- gray value
- similarity matrix
- clustering algorithm
- pixel values
- spatial relationships
- fourier transform
- multiscale
- image matching
- discrete fourier transform
- inexact graph matching
- image classification
- high resolution
- similarity graph
- multi views
- spatial distribution
- color histogram
- matching algorithm
- image retrieval
- image representation
- image features