Invention Grant
- Patent Title: Video compression with generative models
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Application No.: US16258351Application Date: 2019-01-25
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Publication No.: US10798386B2Publication Date: 2020-10-06
- Inventor: Abhijeet Bhorkar
- Applicant: AT&T Intellectual Property I, L.P.
- Applicant Address: US GA Atlanta
- Assignee: AT&T Intellectual Property I, L.P.
- Current Assignee: AT&T Intellectual Property I, L.P.
- Current Assignee Address: US GA Atlanta
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/02 ; H04N19/149 ; H04N19/137 ; H04N19/176 ; G06N3/04 ; H04N19/147

Abstract:
A processing system having at least one processor may obtain a sequence of frames of a video, and detect a correlation between visual properties of a first frame of the sequence of frames and a second frame of the sequence of frames, where the second frame comprises a next frame following the first frame in the sequence of frames. The processing system may then generate a first difference vector comprising a difference between a latent space representation of the second frame and a latent space representation of the first frame in response to detecting the correlation between the visual properties, where the latent space representation of the first frame and the latent space representation of the second frame are generated via an autoencoder, and store the first difference vector in a first encoding block.
Public/Granted literature
- US20200244969A1 VIDEO COMPRESSION WITH GENERATIVE MODELS Public/Granted day:2020-07-30
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