Invention Grant
- Patent Title: Method and apparatus for variable rate compression with a conditional autoencoder
-
Application No.: US17009213Application Date: 2020-09-01
-
Publication No.: US11451242B2Publication Date: 2022-09-20
- Inventor: Yoo Jin Choi , Mostafa El-Khamy , Jungwon Lee
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Gyeonggi-do
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Gyeonggi-do
- Agency: The Farrell Law Firm, P.C.
- Main IPC: H03M7/00
- IPC: H03M7/00 ; H03M7/30 ; H04N19/13 ; H04N19/147 ; G06N3/08 ; H04L1/00 ; G06N3/04 ; H04N19/19
Abstract:
A method and apparatus for variable rate compression with a conditional autoencoder is herein provided. According to one embodiment, a method includes training a conditional autoencoder using a Lagrange multiplier and training a neural network that includes the conditional autoencoder with mixed quantization bin sizes.
Information query
