Samsung Eletronica Da Amazonia Ltda.

Universidade Estadual De Campinas-unicamp.

Rafael De Oliveira Werneck

Anderson Rocha

Pedro Ribeiro Mendes Júnior

Ricardo Da Silva Torres

Daniel Vatanabe Pazinato

Bernardo Vecchia Stein

Waldir Rodrigues De Almeida

Roberto Medeiros De Souza

Otávio Augusto Bizetto Penatti

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.

Method for multiclass classification in open-set scenarios and uses thereof

Growing community of inventors

Campinas, Brazil

Rafael De Oliveira Werneck