公开(公告)号：US11042742B1

公开(公告)日：2021-06-22

申请号：US17191102

申请日：2021-03-03

Applicant: AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION

Inventor： Hoeseok Yang ,  Heeji Im

IPC: G06K9/00 ,  G06K9/62 ,  G06T7/11 ,  G06N3/08 ,  G06N3/04

Abstract: Disclosed are convolutional neural network-based road detecting apparatus and method and a convolutional neural network-based road detecting method according to an exemplary embodiment of the present disclosure includes applying a dilation operation to a ground truth for a road image of a learning image, training an inference model which detects a road region from a satellite image based on the learning image and the ground truth to which the dilation operation is applied, and receiving a prediction target image and generating an original segmentation map in which a road region is detected from the prediction target image by means of the inference model.