公开(公告)号：US20230326088A1

公开(公告)日：2023-10-12

申请号：US17714812

申请日：2022-04-06

Applicant: Adobe Inc.

Inventor： Suryateja BV ,  Sharmila Reddy NANGI ,  Rushil GUPTA ,  Rajat JAISWAL ,  Nikhil KAPOOR ,  Kuldeep KULKARNI

IPC: G06T9/00 ,  G06T3/40 ,  G06N3/08 ,  G06N3/04

CPC classification number: G06T9/002 ,  G06T3/4046 ,  G06N3/08 ,  G06N3/0454

Abstract: Embodiments are disclosed for user-guided variable-rate compression. A method of user-guided variable-rate compression includes receiving a request to compress an image, the request including the image, a corresponding importance data, and a target bitrate, providing the image, the corresponding importance data, and the target bitrate to a compression network, generating, by the compression network, a learned importance map and a representation of the image, and generating, by the compressing network, a compressed representation of the image based on the learned importance map and the representation of the image.