NEURAL NETWORK PROCESSING METHOD AND APPARATUS USING TEMPORALLY ADAPTIVE, REGION-SELECTIVE SIGNALING

摘要

A neural network processing method and apparatus are disclosed. A video processing method according to an embodiment includes: receiving a video including a plurality of temporal portions; and receiving a first model parameter corresponding to a first neural network for processing the entire video. receiving residuals between the first model parameter and each of a plurality of second model parameters corresponding to a plurality of second neural networks for processing each of the plurality of temporal portions; and performing at least one of super-resolution, inverse tonemapping, tonemapping, frame interpolation, motion blur removal, denoising and compression distortion removal on the video based on residuals.