18816846. COMPRESSED DOMAIN ARTIFICIAL INTELLIGENCE FOR IMAGE SIGNAL PROCESSING (SAMSUNG ELECTRONICS CO., LTD.)
COMPRESSED DOMAIN ARTIFICIAL INTELLIGENCE FOR IMAGE SIGNAL PROCESSING
Organization Name
Inventor(s)
Molin Zhang of Santa Clara CA US
John Seokjun Lee of Plano TX US
Hamid Rahim Sheikh of Plano TX US
COMPRESSED DOMAIN ARTIFICIAL INTELLIGENCE FOR IMAGE SIGNAL PROCESSING
This abstract first appeared for US patent application 18816846 titled 'COMPRESSED DOMAIN ARTIFICIAL INTELLIGENCE FOR IMAGE SIGNAL PROCESSING
Original Abstract Submitted
A method includes obtaining a raw image and mapping, using a raw image encoder, the raw image to a compressed domain. The raw image is represented using latent variables in the compressed domain. The method also includes performing one or more image signal processing operations on the latent variables, where (i) each of the one or more image signal processing operations is configured to operate in the compressed domain and (ii) the one or more image signal processing operations generate processed latent variables. The method further includes mapping, using an output image decoder, the processed latent variables to an output image in an output color space.
