Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Rogerio Schmidt Feris0
Yue Meng0
Aude Jeanne Oliva0
Rameswar Panda0
Chung-Ching Lin0
Date of Patent
April 9, 2024
0Patent Application Number
171343150
Date Filed
December 26, 2020
0Patent Citations
Patent Primary Examiner
Patent abstract
Methods, apparatus, and systems for multi-resolution processing for video classification. A plurality of video frames of a video are obtained and a resolution for classifying each video frame of the plurality of video frames is determined by analyzing each video frame using a policy network. Based on the determined resolution, each video frame having a determined resolution is rescaled and each rescaled video frame is routed to a classifier of a backbone network that corresponds to the determined resolution. Each rescaled video frame is classified using the corresponding classifier of the backbone network to obtain a plurality of classifications and the classifications are averaged to determine an action classification of the video.
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