Variational Clustering and Denoising of Spatial Transcriptomics.
Cuiyuan LiFa ZhangKai HuXuefeng CuiPublished in: BIBM (2023)
Keyphrases
- denoising
- clustering algorithm
- image denoising
- k means
- spatial clustering
- noisy images
- spatial and temporal
- spatial information
- clustering method
- noise removal
- total variation regularization
- self organizing maps
- spatial data
- image processing
- denoising algorithm
- neighborhood information
- categorical data
- grid cells
- spatio temporal
- total variation
- wavelet domain
- optical flow
- image segmentation
- spectral clustering
- hierarchical clustering
- data clustering
- fuzzy clustering
- spatial databases
- information theoretic
- spatial distribution
- gaussian noise
- unsupervised learning
- natural images
- data points