- 专利标题: METHOD AND APPARATUS WITH NEURAL NETWORK MODEL FOR SCENE REPRESENTATION
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申请号: US18350311申请日: 2023-07-11
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公开(公告)号: US20240257503A1公开(公告)日: 2024-08-01
- 发明人: Hyewon MOON , Nahyup KANG , Jiyeon KIM , Donghoon SAGONG , Seokhwan JANG
- 申请人: Samsung Electronics Co., Ltd.
- 申请人地址: KR Suwon-si
- 专利权人: Samsung Electronics Co., Ltd.
- 当前专利权人: Samsung Electronics Co., Ltd.
- 当前专利权人地址: KR Suwon-si
- 优先权: KR 20230010021 2023.01.26
- 主分类号: G06V10/774
- IPC分类号: G06V10/774 ; G06T7/50 ; G06T7/70 ; G06T7/90 ; G06T17/00 ; G06V10/82
摘要:
An image processing method and an image processing apparatus are provided. The image processing method includes: receiving a camera pose of a camera corresponding to a target scene; generating a piece of prediction information including either a color of an object included in the target scene or a density of the object, wherein the prediction information is generated by applying, to a neural network model, three-dimensional (3D) points on a camera ray formed based on the camera pose; sampling, among the 3D points, target points corresponding to a static object, wherein the sampling is based on the piece of prediction information; and outputting a rendered image corresponding to the target scene by projecting a pixel value corresponding to the target points onto the target scene and rendering the target scene onto which the pixel value may be projected.
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