Patents by Inventor Naoya SOGI

Naoya SOGI 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).

  • Publication number: 20240029434
    Abstract: A non-transitory computer-readable recording medium has stored therein a program that causes a computer to execute a process, the process including acquiring movie data including a plurality of consecutive frames calculating first likelihood of a class of the movie data by inputting the acquired movie data to a trained model, calculating an optical flow indicating movement of an area included in the movie data, based on the movie data generating occluded movie data by setting an occluded area in each of the frames included in the movie data, based on the optical flow, calculating second likelihood of a class of the occluded movie data by inputting the occluded movie data to the model identifying an area that affects identification of the class among areas in the movie data, based on the first likelihood and the second likelihood and displaying the identified area that affects identification of the class.
    Type: Application
    Filed: July 19, 2022
    Publication date: January 25, 2024
    Applicants: FUJITSU LIMITED, University of Tsukuba
    Inventors: Tomoki UCHIYAMA, Naoya SOGI, Koichiro NIINUMA, Kazuhiro FUKUI
  • Publication number: 20230316700
    Abstract: An information processing apparatus acquires an image; generates a shielding image in which a part of an area included in an area of the acquired image has been shielded; calculates, by inputting the image to a first model that has been trained, first likelihood of the target object included in the image; calculates, by inputting the shielding image to a second model that calculates an approximation value of likelihood of the target object included in the image when the image is input, second likelihood corresponding to the approximation value of the likelihood of the target object included in the shielding image; specifies, based on the first likelihood and the second likelihood, an area that affects discrimination of the class and that is included in the area of the image; and displays the specified area that affects discrimination of the class.
    Type: Application
    Filed: March 31, 2022
    Publication date: October 5, 2023
    Applicants: FUJITSU LIMITED, University of Tsukuba
    Inventors: Naoya SOGI, Tomoki UCHIYAMA, Kazuhiro FUKUI, Koichiro NIINUMA