公开(公告)号：US09818029B2

公开(公告)日：2017-11-14

申请号：US14965986

申请日：2015-12-11

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Ki Yong Lee ,  Byung Kon Kang ,  Keun Joo Kwon ,  Yeong Kyeong Seong ,  Seung Woo Ryu

IPC: G06K9/00 ,  G06F19/00 ,  A61B3/113 ,  A61B8/10 ,  A61B8/00 ,  A61B8/08

CPC classification number: G06K9/00604 ,  A61B3/113 ,  A61B8/08 ,  A61B8/10 ,  A61B8/469 ,  A61B8/5223 ,  A61B2576/00 ,  G06F3/013 ,  G06F3/017 ,  G06F3/04842 ,  G06F19/00 ,  G16H50/20

Abstract: An apparatus and a method for Computer Aid Diagnosis (CAD) based on eye movement are provided. The apparatus includes a gaze area detector configured to detect, based on eye movement of a user, a gaze area on a medical image on which a region of interest (ROI) is detected, the gaze area being an area at which the user gazes for a period of time. The apparatus further includes an ROI redetector configured to detect another ROI on the gaze area.

公开(公告)号：US20170068887A1

公开(公告)日：2017-03-09

申请号：US14865980

申请日：2015-09-25

Applicant: Samsung Electronics Co., Ltd.

Inventor： Keun Joo Kwon

IPC: G06N3/08 ,  G06N3/04

Abstract: An apparatus for classifying data using a neural network includes an input layer configured to receive input data; an output value to output a plurality of first output values of the input data with respect to each of at least one of all classes, and output only one first output value of the input data with respect to each of a rest of all of the classes; and a boost pooling layer to receive one or more output values output for each class, and output one second output value for each class.

Abstract translation: 使用神经网络对数据进行分类的装置包括：被配置为接收输入数据的输入层; 输出值，用于相对于所有类中的至少一个中的每一个输出输入数据的多个第一输出值，并且相对于所有类的其余部分中的每一个输出输入数据的一个第一输出值 ; 以及一个升压池，用于接收每个类输出的一个或多个输出值，并为每个类输出一个第二个输出值。

公开(公告)号：US10534999B2

公开(公告)日：2020-01-14

申请号：US14865980

申请日：2015-09-25

Applicant: Samsung Electronics Co., Ltd.

Inventor： Keun Joo Kwon

IPC: G06N3/04 ,  G06N3/08

Abstract: An apparatus for classifying data using a neural network includes an input layer configured to receive input data; an output value to output a plurality of first output values of the input data with respect to each of at least one of all classes, and output only one first output value of the input data with respect to each of a rest of all of the classes; and a boost pooling layer to receive one or more output values output for each class, and output one second output value for each class.

公开(公告)号：US10460232B2

公开(公告)日：2019-10-29

申请号：US14944717

申请日：2015-11-18

Applicant: Samsung Electronics Co., Ltd.

Inventor： Keun Joo Kwon

IPC: G06N3/08 ,  G06N3/04

Abstract: A method and an apparatus are described to classify data. The method and apparatus includes selecting a hypothesis class among entire classes. The method and corresponding apparatus generate output data with regard to the entire classes by applying a classification algorithm to input data, and modify the input data to increase a value of the hypothesis class among the output data in response to a re-classification condition being met. The modified input data is set to be new input data.