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1.发明授权公开(公告)号：US11620774B2
公开(公告)日：2023-04-04
申请号：US16877869
申请日：2020-05-19
Inventor： Won Jun Hwang , Dong Yi Kim , Joon Pyo Hong , Hyung Ho Kim
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.
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公开(公告)号：US11301717B2
公开(公告)日：2022-04-12
申请号：US16716881
申请日：2019-12-17
Applicant: AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION , Dongguk University Industry-Academic Cooperation Foundation
Inventor： Won Jun Hwang , Ho Chul Sin , Dong Yi Kim , Soo Chul Lim , Dae Kwan Ko
Abstract: A method of measuring an interaction force includes: generating feature maps corresponding to a plurality of sequential images; generating pooling maps respectively corresponding to feature map groups including a predetermined number of feature maps among the feature maps; generating attention maps corresponding to the pooling maps; and sequentially receiving feature maps modified based on the attention maps and outputting interaction force information.
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3.发明申请公开(公告)号：US20200372694A1
公开(公告)日：2020-11-26
申请号：US16877869
申请日：2020-05-19
Inventor： Won Jun HWANG , Dong Yi Kim , Joon Pyo Hong , Hyung Ho Kim
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.
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