Patents by Inventor Pedro RIBEIRO MENDES JÚNIOR

Pedro RIBEIRO MENDES JÚNIOR 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).

  • Method for multiclass classification in open-set scenarios and uses thereof
    Patent number: 10133988
    Abstract: The proposed method is used for classification in open-set scenarios, wherein often it is not possible to first obtain the training data for all possible classes that may arise during the testing stage. During the test phase, test samples belonging to one of the classes used in the training phase are classified based on a ratio between similarity scores, as known correct class and test samples belonging to any other class are to be rejected and classified as unknown.
    Type: Grant
    Filed: November 4, 2014
    Date of Patent: November 20, 2018
    Assignees: SAMSUNG ELETRÔNICA DA AMAZÔNIA LTDA., UNIVERSIDADE ESTADUAL DE CAMPINAS—UNICAMP
    Inventors: Pedro Ribeiro Mendes Júnior, Roberto Medeiros De Souza, Rafael De Oliveira Werneck, Bernardo Vecchia Stein, Daniel Vatanabe Pazinato, Waldir Rodrigues De Almeida, Otávio Augusto Bizetto Penatti, Ricardo Da Silva Torres, Anderson Rocha
  • METHOD FOR MULTICLASS CLASSIFICATION IN OPEN-SET SCENARIOS AND USES THEREOF
    Publication number: 20160092790
    Abstract: The proposed method is used for classification in open-set scenarios, wherein often it is not possible to first obtain the training data for all possible classes that may arise during the testing stage. During the test phase, test samples belonging to one of the classes used in the training phase are classified based on a ratio between similarity scores, as known correct class and test samples belonging to any other class are to be rejected and classified as unknown.
    Type: Application
    Filed: November 4, 2014
    Publication date: March 31, 2016
    Applicants: SAMSUNG ELETRÔNICA DA AMAZÔNIA LTDA., UNIVERSIDADE ESTADUAL DE CAMPINAS - UNICAMP
    Inventors: Pedro RIBEIRO MENDES JÚNIOR, Roberto MEDEIROS DE SOUZA, Rafael DE OLIVEIRA WERNECK, Bernardo VECCHIA STEIN, Daniel WATANABE, Waldir RODRIGUES DE ALMEIDA, Otávio AUGUSTO BIZETTO PENATTI, Ricardo DA SILVA TORRES, Anderson ROCHA