Invention Publication
- Patent Title: METHOD, APPARATUS AND STORAGE MEDIUM FOR IMAGE ENCODING/DECODING
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Application No.: US18463051Application Date: 2023-09-07
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Publication No.: US20240095963A1Publication Date: 2024-03-21
- Inventor: Jooyoung LEE , Se-Yoon JEONG , Youn-Hee KIM , Jin-Soo CHOI
- Applicant: Electronics and Telecommunications Research Institute
- Applicant Address: KR Daejeon
- Assignee: Electronics and Telecommunications Research Institute
- Current Assignee: Electronics and Telecommunications Research Institute
- Current Assignee Address: KR Daejeon
- Priority: KR 20220114099 2022.09.08 KR 20230118490 2023.09.06
- Main IPC: G06T9/00
- IPC: G06T9/00 ; G06T3/40

Abstract:
Disclosed herein are a method, apparatus, and storage medium for image encoding/decoding. Selective compression learning of latent representations for variable-rate image compression is used for the method, apparatus, and storage medium. A selective compression method that partially encodes latent representations in a completely generalized manner for deep-learning-based variable-rate image compression is disclosed in embodiments. The methods of the embodiments adaptively determine essential representation elements for compression at different target quality levels.
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