公开(公告)号：US12062154B2

公开(公告)日：2024-08-13

申请号：US17436516

申请日：2020-03-05

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： Young Joo Jo ,  Jong Youl Park ,  Yu Seok Bae

IPC: G06T5/50 ,  G06N3/045 ,  G06N3/08

CPC classification number: G06T5/50 ,  G06N3/045 ,  G06N3/08 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20224 ,  G06T2207/30201

Abstract: An image correcting method of the present invention includes: a step of performing a preprocessing process on an original image to generate a mask image including only an erased area of the original image; a step of predicting, by using generative adversarial networks, an image which is to be synthesized with the erased area in the mask image; and a step of synthesizing the predicted image with the erased area of the original image to generate a new image.

公开(公告)号：US11593587B2

公开(公告)日：2023-02-28

申请号：US17325701

申请日：2021-05-20

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： Youngwan Lee ,  Hyungil Kim ,  Jongyoul Park ,  Yu Seok Bae

IPC: G06K9/62 ,  G06T3/00 ,  G06T7/60 ,  G06T7/73 ,  G06T7/194 ,  G06T7/11 ,  G06T7/246 ,  G06T7/223 ,  G06V10/25 ,  G06V10/82

Abstract: Provided are an object detection system and an object detection method. An object detection system may include a feature map extraction module configured to receive an image for object detection and extract a feature map having multiple resolutions for the image; a bounding box detection module configured to classify a bounding box by applying a first group of convolutional layers to the feature map, and predict the bounding box by applying a second group of convolutional layers to the feature map; and a mask generation module configured to generate a mask for the shape of the object in the bounding box using the feature map.