Patent ID: 11895308
Assignee: PORTLY, INC.
Field: Audio-visual technology (Electrical engineering)
Classification: CPC H | IPC H

Claim 15:
16. An apparatus for video encoding, the apparatus comprising:
a source contextual image segmenter configured to segment each frame of a sequence of raw image frames to derive a plurality of objects of interest;
a source ranking system coupled to the source contextual image segmenter, the source ranking system configured to rank the plurality of objects of interest to generate a plurality of ranks and a plurality of ranked objects of interest;
a frame key generator coupled to the source contextual image segmenter, the frame key generator configured to generate a rank-adjusted frame key matrix K corresponding to the plurality of objects of interest, wherein the rank-adjusted frame key matrix K is generated by performing a matrix multiplication between a Euclidean distance matrix E and a rank object matrix R wherein K=E*R, with * denoting matrix multiplication;
a processor coupled to the frame key generator, the processor configured to recall a source stored model data; and
a source contextual video learning system coupled to the frame key generator, the source contextual video learning system configured to generate a training metric using the rank-adjusted frame key matrix K and the source stored model data.