Method and apparatus with image restoration
AssigneesSamsung Electronics Co., Ltd., Postech Research and Business Development Foundation
InventorsJae Seok CHOI, Jongmin LEE, Minsu CHO, Sanghyun KIM, Dahyun KANG, Insoo KIM, Geonseok SEO, Min Jung LEE
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Abstract
A method and apparatus for image restoration using burst images are provided, where the method includes receiving a burst image set including image frames, determining shifted data representing a shift level of each of the image frames using a shift estimation model, selecting a base image from the image frames based on the shifted data, and performing image restoration by synthesizing at least a portion of the image frames based on the base image.
Claims20
A processor-implemented image restoration method, comprising:
- receiving a burst image set comprising image frames;
- determining shifted data representing a shift level of each of the image frames using a shift estimation model;
- selecting a base image from the image frames based on the shifted data;
- and
- performing image restoration by synthesizing at least a portion of the image frames based on the base image.
An image restoration apparatus, comprising:
- a processor configured to:
- receive a burst image set comprising image frames;
- determine shifted data representing a shift level of each of the image frames using a shift estimation model;
- select a base image from the image frames based on the shifted data;
- and
- perform image restoration by synthesizing at least a portion of the image frames based on the base image.
An electronic device, comprising:
- a sensor configured to generate a burst image set comprising image frames;
- and
- a processor configured to:
- determine shifted data representing a shift level of each of the image frames by using a shift estimation model;
- select a base image from the image frames based on the shifted data;
- and
- perform image restoration by synthesizing at least a portion of the image frames based on the base image.
Dependencies are inferred from the claim text.