Patents by Inventor Ali ARSLAN

Ali ARSLAN 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 and apparatus for image recognition using dual-subnetwork architecture
    Patent number: 12505343
    Abstract: The present disclosure relates to an apparatus for image recognition. The apparatus comprises a machine learning network configured to map first and second input image data to either a first or a second predefined target probability distribution, depending on whether the first and second input image data correspond to matching or non-matching images, wherein an output of the machine learning network matching the first target probability distribution is indicative of matching images and an output of the machine learning network matching the second target probability distribution is indicative of non-matching images. The present disclosure also relates to a method for training the apparatus for image recognition.
    Type: Grant
    Filed: July 15, 2021
    Date of Patent: December 23, 2025
    Assignees: Sony Semiconductor Solutions Corporation, Politechnico di Torino
    Inventors: Ali Arslan, Matteo Testa, Lev Markhasin, Tiziano Bianchi, Enrico Magli
  • METHOD AND APPARATUS FOR IMAGE RECOGNITION
    Publication number: 20220027732
    Abstract: The present disclosure relates to an apparatus for image recognition. The apparatus comprises a machine learning network configured to map first and second input image data to either a first or a second predefined target probability distribution, depending on whether the first and second input image data correspond to matching or non-matching images, wherein an output of the machine learning network matching the first target probability distribution is indicative of matching images and an output of the machine learning network matching the second target probability distribution is indicative of non-matching images. The present disclosure also relates to a method for training the apparatus for image recognition.
    Type: Application
    Filed: July 15, 2021
    Publication date: January 27, 2022
    Applicants: Sony Semiconductor Solutions Corporation, Politechnico di Torino
    Inventors: Ali ARSLAN, Matteo TESTA, Lev MARKHASIN, Tiziano BIANCHI, Enrico MAGLI