公开(公告)号：US20220028084A1

公开(公告)日：2022-01-27

申请号：US17126299

申请日：2020-12-18

Applicant: Korea Electronics Technology Institute

Inventor： Choong Sang CHO ,  Charles Hyok SONG ,  Young Han LEE

IPC: G06T7/11 ,  H04N19/176 ,  H04N19/167

Abstract: An image region segmentation method and system suing self-spatial adaptive normalization is provided. The image region segmentation system includes: an encoder configured to encode an image for segmenting a region by using a plurality of encoding blocks; and a decoder configured to decode the image encoded by the encoder and to generate a region-segmented image by using a plurality of decoding blocks, wherein each of the encoding blocks processes an inputted image into a convolution layer, performs spatial adaptive normalization, and then reduces the image and delivers the image to the next encoding block. Accordingly, spatial characteristics of the image are considered in an encoding process and a decoding process, so that region segmentation can be exactly performed with respect to various images.