Mingxuan Cai

RL-SeqISP: Reinforcement Learning-Based Sequential Optimization for Image Signal Processing

Hardware image signal processing (ISP), aiming at converting RAW inputs to RGB images, consists of a series of processing blocks, each with multiple parameters. Traditionally, ISP parameters are manually tuned in isolation by imaging experts according to application-specific quality and performance…