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. 03, 2026
Filed:
Sep. 01, 2022
Jpmorgan Chase Bank, N.a., New York, NY (US);
Manuela Veloso, New York, NY (US);
Zhen Zeng, Ypsilanti, MI (US);
Naftali Y Cohen, New York, NY (US);
Srijan Sood, New York, NY (US);
Jacob Reinier Maat, Boston, MA (US);
Tucker Richard Balch, Suwanee, GA (US);
JPMORGAN CHASE BANK, N.A., New York, NY (US);
Abstract
Methods and systems for using images that represent time-series data to forecast corresponding images depicting future values of the time-series data are provided. The method includes: receiving a set of time-series data; converting the set of time-series data into a partial first image that includes a blank region to which future data to be included in the first set of time-series data corresponds; and performing an inpainting operation with respect to the partial first image by generating pixels for filling in the blank region in order to produce an augmented version of the first image. A machine learning algorithm that is trained by using historical time-series data may be used to perform the inpainting operation.