Patents by Inventor William Robson Schwartz

William Robson Schwartz 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 video recognition capable of encoding spatial and temporal relationships of concepts using contextual features
    Patent number: 11416774
    Abstract: The proposed invention aims at encoding contextual information for video analysis and understanding, by encoding spatial and temporal relationships of objects and the main agent in a scene. The main target application of the invention is human activity recognition. The encoding of such spatial and temporal relationships may be crucial to distinguish different categories of human activities and may be important to help in the discrimination of different video categories, aiming at video classification, retrieval, categorization and other video analysis applications.
    Type: Grant
    Filed: April 15, 2020
    Date of Patent: August 16, 2022
    Assignees: SAMSUNG ELECTRONICA DA AMAZONIA LTDA., UNIVERSIDADE FEDERAL DE MINAS GERAIS-UFMG
    Inventors: Jesimon Barreto Santos, Victor Hugo Cunha de Melo, William Robson Schwartz, Otávio Augusto Bizetto Penatti
  • Method and system for sensor data recognition using data enrichment for the learning process
    Patent number: 11386598
    Abstract: A method and system for the recognition of sensor data, like an accelerometer and a gyroscope. The method includes data/feature enrichment before a learning process. Thus, the learning process can benefit from better data, which includes both raw sensor data and enriched data/features. As a consequence, classification models may become less complex without harming accuracy and, therefore, can be more easily deployed to mobile devices, consuming less processing power and battery.
    Type: Grant
    Filed: July 12, 2018
    Date of Patent: July 12, 2022
    Assignees: SAMSUNG ELECTRONICA DA AMAZONIA LTDA., UNIVERSIDADE FEDERAL DE MINAS GERAIS-UFMG.
    Inventors: Otávio A. B. Penatti, Milton F. S. Santos, Artur Jordão Lima Correia, William Robson Schwartz, Leonardo Antônio Borges Torres, Priscila Louise Ribeiro Aguirre
  • METHOD FOR VIDEO RECOGNITION CAPABLE OF ENCODING SPATIAL AND TEMPORAL RELATIONSHIPS OF CONCEPTS USING CONTEXTUAL FEATURES
    Publication number: 20210125100
    Abstract: The proposed invention aims at encoding contextual information for video analysis and understanding, by encoding spatial and temporal relationships of objects and the main agent in a scene. The main target application of the invention is human activity recognition. The encoding of such spatial and temporal relationships may be crucial to distinguish different categories of human activities and may be important to help in the discrimination of different video categories, aiming at video classification, retrieval, categorization and other video analysis applications.
    Type: Application
    Filed: April 15, 2020
    Publication date: April 29, 2021
    Applicants: SAMSUNG ELETRÔNICA DA AMAZÔNIA LTDA., UNIVERSIDADE FEDERAL DE MINAS GERAIS - UFMG
    Inventors: JESIMON BARRETO SANTOS, VICTOR HUGO CUNHA DE MELO, WILLIAM ROBSON SCHWARTZ, OTÁVIO AUGUSTO BIZETTO PENATTI
  • METHOD AND SYSTEM FOR SENSOR DATA RECOGNITION USING DATA ENRICHMENT FOR THE LEARNING PROCESS
    Publication number: 20190172232
    Abstract: A method and system for the recognition of sensor data, like an accelerometer and a gyroscope. The method includes data/feature enrichment before a learning process. Thus, the learning process can benefit from better data, which includes both raw sensor data and enriched data/features. As a consequence, classification models may become less complex without harming accuracy and, therefore, can be more easily deployed to mobile devices, consuming less processing power and battery.
    Type: Application
    Filed: July 12, 2018
    Publication date: June 6, 2019
    Applicants: Samsung Eletrônica Da Amazônia Ltda., Universidade Federal De Minas Gerais-Ufmg
    Inventors: Otávio A. B. Penatti, Milton F. S. Santos, Artur Jordão Lima Correia, William Robson Schwartz, Leonardo Antônio Borges Torres, Priscila Louise Ribeiro Aguirre