The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 10, 2026
Filed:
Dec. 31, 2021
International Business Machines Corporation, Armonk, NY (US);
Trustees of Boston University, Boston, MA (US);
Rameswar Panda, Medford, MA (US);
Ximeng Sun, Brookline, MA (US);
Richard Chen, Baldwin Place, NY (US);
Rogerio Schmidt Feris, West Hartford, CT (US);
Ekaterina Saenko, Lexington, MA (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A recognition network is trained for a selected video frame at a desired highest precision using back-propagation and a policy network is trained using back-propagation from the trained recognition network. The recognition network is trained at a lower precision specified by a policy recommended for the selected video frame by the trained policy network. A frame of a given video is inputted to the trained policy network for determination of a precision policy for processing the frame. Video inferencing is performed utilizing the trained policy network and the trained recognition network based on the precision policy.