US 12,407,848 B2
Predicting a next frame for a video using ensembling
Sathya Santhar, Ramapuram (IN); Sarbajit K. Rakshit, Kolkata (IN); Sridevi Kannan, Chennai (IN); and Suvedhahari Velusamy, Irving, TX (US)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Aug. 25, 2023, as Appl. No. 18/455,706.
Prior Publication US 2025/0071311 A1, Feb. 27, 2025
Int. Cl. H04N 19/50 (2014.01); H04N 19/172 (2014.01)
CPC H04N 19/50 (2014.11) [H04N 19/172 (2014.11)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for predicting a next frame for a video, the computer-implemented method comprising:
obtaining the video having a sequence of frames;
obtaining a plurality of machine learning models (MLMs) that are trained to perform next frame prediction;
inputting a subset of the sequence of frames into each of the plurality of MLMs;
calculating, for the subset of the sequence of frames, a score for each of the plurality of MLMs; and
generating, using one of the plurality of the MLMs having a highest score, the next frame, wherein the next frame is a frame immediately subsequent to the subset of the sequence of frames.