公开(公告)号：US10805634B2

公开(公告)日：2020-10-13

申请号：US15982382

申请日：2018-05-17

Applicant: Samsung Electronics Co., Ltd.

Inventor： Parichay Kapoor ,  Ji-hun Oh ,  Kwang-hoon Son ,  Young-chul Cho ,  Yong-sup Park ,  Hyun-jung Kim

IPC: H04N5/232 ,  H04N21/234 ,  H04N19/59 ,  G06N3/02 ,  G06N3/04 ,  H04N21/44 ,  H04N21/4402 ,  H04N9/04 ,  H04N21/2343

Abstract: A super-resolution processing method of a moving image is provided. The super-resolution processing method of a moving image includes sequentially inputting a plurality of input frames included in the video to any one of a recurrent neural network (RNN) for super-resolution processing and a convolutional neural network (CNN) for super-resolution processing, sequentially inputting a frame sequentially output from the any one of the RNN and the CNN to an additional one of the RNN and the CNN, and upscaling a resolution of the output frame by carrying out deconvolution with respect to a frame sequentially output from the additional one of the RNN and the CNN.