US Patent Issued to NEC on March 31 for "Machine learning of spatio-temporal manifolds for source-free video domain adaptation" (New Jersey Inventors)

ALEXANDRIA, Va., March 31 -- United States Patent no. 12,592,063, issued on March 31, was assigned to NEC Corp. (Tokyo).

"Machine learning of spatio-temporal manifolds for source-free video domain adaptation" was invented by Kai Li (Plainsboro, N.J.), Deep Patel (Franklin Park, N.J.), Erik Kruus (Hillsborough, N.J.) and Renqiang Min (Princeton, N.J.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems for training a model include performing spatial augmentation on an unlabeled input video to generate spatially augmented video. Temporal augmentation is performed on the input video to generate temporally augmented video. Predictions are generated, using a model that was pre-trained on a labeled d...