公开(公告)号：US20210390315A1

公开(公告)日：2021-12-16

申请号：US17344752

申请日：2021-06-10

Applicant: NETFLIX, INC.

Inventor： Shervin Ardeshir BEHROSTAGHI ,  Nagendra K. KAMATH

IPC: G06K9/00

Abstract: One embodiment of the present invention sets forth a technique for selecting a frame of video content that is representative of a media title. The technique includes applying an embedding model to a plurality of faces included in a set of frames of the video content to generate a plurality of face embeddings. The technique also includes aggregating the plurality of face embeddings into a plurality of clusters representing a plurality of characters included in the media title. The technique further includes computing a plurality of prominence scores for the plurality of characters based on one or more attributes of the plurality of clusters, and selecting, from the set of frames, a frame of video content as representative of the media title based on one or more prominence scores for one or more characters included in the frame.

公开(公告)号：US20230245281A1

公开(公告)日：2023-08-03

申请号：US17590396

申请日：2022-02-01

Applicant: NETFLIX, INC.

Inventor： Subhabrata BHATTACHARYA ,  Nagendra K. KAMATH

IPC: G06T5/00 ,  G06T3/40 ,  G06T7/20

CPC classification number: G06T5/005 ,  G06T3/4053 ,  G06T7/20 ,  G06T2207/20221

Abstract: One embodiment of the present invention sets forth a technique, which includes dividing an input image into a first partial image that stores a first subset of bits in each pixel of the input image and a second partial image that stores a second subset of bits that is disjoint from the first subset of bits in each pixel of the input image. The technique also includes modifying a first set of pixels in the first partial image to generate a first partial image processing result and modifying a second set of pixels in the second partial image to generate a second partial image processing result. The technique further includes generating a combined image processing result based on a combination of the first partial image processing result and the second partial image processing result.

公开(公告)号：US20240242501A1

公开(公告)日：2024-07-18

申请号：US18620764

申请日：2024-03-28

Applicant: NETFLIX, INC.

Inventor： Shervin Ardeshir BEHROSTAGHI ,  Nagendra K. KAMATH

IPC: G06V20/40 ,  G06V40/16

CPC classification number: G06V20/47 ,  G06V20/49 ,  G06V40/172

Abstract: One embodiment of the present invention sets forth a technique for selecting a frame of video content that is representative of a media title. The technique includes applying an embedding model to a plurality of faces included in a set of frames of the video content to generate a plurality of face embeddings. The technique also includes aggregating the plurality of face embeddings into a plurality of clusters representing a plurality of characters included in the media title. The technique further includes computing a plurality of prominence scores for the plurality of characters based on one or more attributes of the plurality of clusters, and selecting, from the set of frames, a frame of video content as representative of the media title based on one or more prominence scores for one or more characters included in the frame.