Invention Grant
- Patent Title: Artifact removal method and apparatus based on machine learning, and method and apparatus for training artifact removal model based on machine learning
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Application No.: US17501217Application Date: 2021-10-14
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Publication No.: US11985358B2Publication Date: 2024-05-14
- Inventor: Yan Shang
- Applicant: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Applicant Address: CN Guangdong
- Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Current Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Current Assignee Address: CN Shenzhen
- Agency: Sughrue Mion, PLLC
- Priority: CN 1910984591.3 2019.10.16
- Main IPC: H04N19/86
- IPC: H04N19/86 ; G06F18/214 ; G06F18/25 ; G06N20/00 ; H04N19/117
Abstract:
Provided are an artifact removal method and apparatus based on machine learning (ML), and a method and apparatus for training an artifact removal model based on ML, in the field of artificial intelligence (AI). In the method, artifacts that may be generated in a process of compressing a video is preprocessed and removed by using an artifact removal model having a residual learning capability.
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