Sparse Non-negative Matrix Factorization (SNMF) based color unmixing for breast histopathological image analysis.
Jun XuLei XiangGuanhao WangShridar GanesanMichael D. FeldmanNatalie N. C. ShihHannah GilmoreAnant MadabhushiPublished in: Comput. Medical Imaging Graph. (2015)
Keyphrases
- matrix factorization
- sparse non negative
- nonnegative matrix factorization
- image analysis
- sparse coding
- collaborative filtering
- recommender systems
- negative matrix factorization
- low rank
- missing data
- pattern recognition
- factor analysis
- image segmentation
- factorization methods
- computer vision
- object recognition
- data representation
- generative model
- sparse representation
- remote sensing
- multispectral
- natural images
- denoising
- high dimensional
- probabilistic matrix factorization