公开(公告)号：US11620774B2

公开(公告)日：2023-04-04

申请号：US16877869

申请日：2020-05-19

Applicant: AJOU UNIVERSITY INDUSTRY—ACADEMIC COOPERATION FOUNDATION

Inventor： Won Jun Hwang ,  Dong Yi Kim ,  Joon Pyo Hong ,  Hyung Ho Kim

IPC: G06T11/40 ,  G06N20/00

Abstract: A generative adversarial network (GAN)-based system for generating a color image from an edge image includes: a first GAN training a model for converting the edge image into an intermediate image; and a second GAN training a model for converting the intermediate image into the color image, wherein an entropy of the intermediate image corresponds to a value between an entropy of the edge image and an entropy of the color image.

公开(公告)号：US20200372694A1

公开(公告)日：2020-11-26

申请号：US16877869

申请日：2020-05-19

Applicant: AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION

Inventor： Won Jun HWANG ,  Dong Yi Kim ,  Joon Pyo Hong ,  Hyung Ho Kim

IPC: G06T11/40 ,  G06N20/00

Abstract: A generative adversarial network (GAN)-based system for generating a color image from an edge image includes: a first GAN training a model for converting the edge image into an intermediate image; and a second GAN training a model for converting the intermediate image into the color image, wherein an entropy of the intermediate image corresponds to a value between an entropy of the edge image and an entropy of the color image.