Patents by Inventor Gwang Min KIM

Gwang Min KIM has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • ANOMALY DETECTION METHOD AND DEVICE THEREFOR
    Publication number: 20240220808
    Abstract: Provided is an anomaly detection method and device, and the anomaly detection method may include: allowing a network function to learn mapping of first embedded features corresponding to learning data onto an embedding space, the learning data having at least one or more normal data; inputting input data to the network function subjected to the embedding learning to thus map second embedded features corresponding to the input data onto the embedding space; calculating anomaly scores based on the distances between the second embedded features and at least one or more first embedded features proximal to the second embedded features; and determining whether the input data are normal, based on the calculated anomaly scores.
    Type: Application
    Filed: July 5, 2021
    Publication date: July 4, 2024
    Inventor: Gwang Min KIM
  • Method, apparatus and computer program stored in computer readable medium for state decision of image data
    Patent number: 11048986
    Abstract: Disclosed is a method for state decision of image data. The method for state decision of image data may include: acquiring first output data by the network function based on the image data; acquiring second output data by an algorithm having a different effect from the network function based on the image data; and deciding state information of the image data based on the first output data and the second output data.
    Type: Grant
    Filed: September 17, 2019
    Date of Patent: June 29, 2021
    Assignee: SuaLab Co., Ltd.
    Inventors: Hyeong Shin Kang, Gwang Min Kim, Kyeong Mok Byeon
  • METHOD, APPARATUS AND COMPUTER PROGRAM STORED IN COMPUTER READABLE MEDIUM FOR STATE DECISION OF IMAGE DATA
    Publication number: 20200034670
    Abstract: Disclosed is a method for state decision of image data. The method for state decision of image data may include: acquiring first output data by the network function based on the image data; acquiring second output data by an algorithm having a different effect from the network function based on the image data; and deciding state information of the image data based on the first output data and the second output data.
    Type: Application
    Filed: September 17, 2019
    Publication date: January 30, 2020
    Inventors: Hyeong Shin KANG, Gwang Min KIM, Kyeong Mok BYEON
  • Method, apparatus and computer program stored in computer readable medium for state decision of image data
    Patent number: 10460213
    Abstract: Disclosed is a method for state decision of image data. The method for state decision of image data may include: acquiring first output data by the network function based on the image data; acquiring second output data by an algorithm having a different effect from the network function based on the image data; and deciding state information of the image data based on the first output data and the second output data.
    Type: Grant
    Filed: April 24, 2017
    Date of Patent: October 29, 2019
    Assignee: SuaLab Co., Ltd.
    Inventors: Hyeong Shin Kang, Gwang Min Kim, Kyeong Mok Byeon
  • METHOD, APPARATUS AND COMPUTER PROGRAM STORED IN COMPUTER READABLE MEDIUM FOR STATE DECISION OF IMAGE DATA
    Publication number: 20180157937
    Abstract: Disclosed is a method for state decision of image data. The method for state decision of image data may include: acquiring first output data by the network function based on the image data; acquiring second output data by an algorithm having a different effect from the network function based on the image data; and deciding state information of the image data based on the first output data and the second output data.
    Type: Application
    Filed: April 24, 2017
    Publication date: June 7, 2018
    Inventors: Hyeong Shin KANG, Gwang Min KIM, Kyeong Mok BYEON