公开(公告)号：US20190355093A1

公开(公告)日：2019-11-21

申请号：US16414372

申请日：2019-05-16

Applicant: Korea Advanced Institute of Science and Technology

Inventor： JongChul Ye ,  Yeohun Yoon ,  Shujaat Khan ,  Jaeyoung Huh

IPC: G06T3/40 ,  G06T5/00 ,  G06N3/08

Abstract: An image processing apparatus according to an embodiment removes the noise included in the three-dimensional input image, determines the lost information in a process of obtaining the three-dimensional input image, or enhances the resolution of the three-dimensional input image, by using the neural network learned in advance. The image processing apparatus slices the three-dimensional input image along a depth, converts a three-dimensional input image into a two-dimensional input image, and inputs the converted two-dimensional input image into a neural network. The image processing apparatus generates a three-dimensional output image of which the quality of the three-dimensional input image is enhanced, based on the output of the neural network.

公开(公告)号：US11145028B2

公开(公告)日：2021-10-12

申请号：US16414372

申请日：2019-05-16

Applicant: Korea Advanced Institute of Science and Technology

Inventor： JongChul Ye ,  Yeohun Yoon ,  Shujaat Khan ,  Jaeyoung Huh

IPC: G06K9/00 ,  G06T3/40 ,  G06N3/08 ,  G06T5/00

Abstract: An image processing apparatus according to an embodiment removes the noise included in the three-dimensional input image, determines the lost information in a process of obtaining the three-dimensional input image, or enhances the resolution of the three-dimensional input image, by using the neural network learned in advance. The image processing apparatus slices the three-dimensional input image along a depth, converts a three-dimensional input image into a two-dimensional input image, and inputs the converted two-dimensional input image into a neural network. The image processing apparatus generates a three-dimensional output image of which the quality of the three-dimensional input image is enhanced, based on the output of the neural network.