公开(公告)号：US20190122081A1

公开(公告)日：2019-04-25

申请号：US15798237

申请日：2017-10-30

Applicant: Korea Advanced Institute of Science and Technology

Inventor： Jinwoo SHIN ,  Kimin LEE

IPC: G06K9/62 ,  G06N3/08

Abstract: Disclosed herein are a confident deep learning ensemble method and apparatus based on specialization. In one aspect, a confident deep learning ensemble method based on specialization proposed by the present invention includes the steps of generating a target function of maximizing entropy by minimizing Kullback-Leibler divergence with a uniform distribution with respect to the not-classified data of models for image processing and generating general features by sharing features between the models and performing learning for image processing using the general features.