SUPER-RESOLUTION PROCESSING METHOD FOR MOVING IMAGE AND IMAGE PROCESSING APPARATUS THEREFOR

The present invention provides a super-resolution processing method of a moving image. The super-resolution processing method of a moving image includes sequentially inputting a plurality of frames included in the video to any one of a recurrent neural network (RNN) for super-resolution processing a...

Full description

Saved in:
Bibliographic Details
Main Authors KIM, Hyun-jung, OH, Ji-hun, KAPOOR, Parichay, CHO, Young-chul, SON, Kwang-hoon, PARK, Yong-sup
Format Patent
LanguageEnglish
French
German
Published 13.11.2019
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
PICTORIAL COMMUNICATION, e.g. TELEVISION
Online AccessGet full text

Cover

More Information
Summary:The present invention provides a super-resolution processing method of a moving image. The super-resolution processing method of a moving image includes sequentially inputting a plurality of 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 other 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 other one of the RNN and the CNN.
Bibliography:Application Number: EP20180801442