Unmixing biological fluorescence image data with sparse and low-rank Poisson regression.
Ruogu WangAlex A. LemusColin M. HenneberryYiming YingYunlong FengAlex M. ValmPublished in: Bioinform. (2023)
Keyphrases
- image data
- hyperspectral
- multispectral
- image analysis
- hyperspectral images
- regression model
- linear regression
- hyperspectral data
- model selection
- image quality
- support vector regression
- biological data
- biological systems
- closed form
- independent component analysis
- regression problems
- image database
- nonnegative matrix factorization
- regression analysis
- remote sensing
- molecular biology
- component analysis
- blind source separation
- gaussian processes
- regression method
- fluorescence microscopy
- infrared
- medical images
- three dimensional
- simple linear
- regression algorithm
- locally weighted
- poisson distribution