A Generative Model for Digital Camera Noise Synthesis.
Mingyang SongYang ZhangTunç Ozan AydinElham Amin MansourChristopher SchroersPublished in: CoRR (2023)
Keyphrases
- generative model
- digital camera
- imaging devices
- probabilistic model
- digital images
- low cost
- image enhancement
- bayesian framework
- image capture
- prior knowledge
- em algorithm
- video camera
- latent dirichlet allocation
- topic models
- semi supervised
- missing data
- signal to noise ratio
- single sensor
- generative and discriminative models
- image sensor
- object tracking
- expectation maximization
- multi view
- training set
- feature space
- image segmentation
- digital photographs
- human hair
- machine learning