公开(公告)号：US20220321830A1

公开(公告)日：2022-10-06

申请号：US17223945

申请日：2021-04-06

Applicant: Adobe Inc.

Inventor： Simon NIKLAUS ,  Oliver WANG ,  Long MAI

IPC: H04N7/01 ,  G06T5/20 ,  G06T5/50 ,  G06T5/00 ,  G06N3/04 ,  G06N3/08

Abstract: Embodiments are disclosed for video image interpolation. In some embodiments, video image interpolation includes receiving a pair of input images from a digital video, determining, using a neural network, a plurality of spatially varying kernels each corresponding to a pixel of an output image, convolving a first set of spatially varying kernels with a first input image from the pair of input images and a second set of spatially varying kernels with a second input image from the pair of input images to generate filtered images, and generating the output image by performing kernel normalization on the filtered images.